BAP1 is a haploinsufficient tumor suppressor linking chronic pancreatitis to pancreatic cancer in mice

Chronic pancreatitis represents a risk factor for the development of pancreatic cancer. We find that heterozygous loss of histone H2A lysine 119 deubiquitinase BAP1 (BRCA1 Associated Protein-1) associates with a history of chronic pancreatitis and occurs in 25% of pancreatic ductal adenocarcinomas and 40% of acinar cell carcinomas. Deletion or heterozygous loss of Bap1 in murine pancreata causes genomic instability, tissue damage, and pancreatitis with full penetrance. Concomitant expression of KrasG12D leads to predominantly intraductal papillary mucinous neoplasms and mucinous cystic neoplasms, while pancreatic intraepithelial neoplasias are rarely detected. These lesions progress to metastatic pancreatic cancer with high frequency. Lesions with histological features mimicking Acinar Cell Carcinomas are also observed in some tumors. Heterozygous mice also develop pancreatic cancer suggesting a haploinsufficient tumor suppressor role for BAP1. Mechanistically, BAP1 regulates genomic stability, in a catalytic independent manner, and its loss confers sensitivity to irradiation and platinum-based chemotherapy in pancreatic cancer.

P ancreatic ductal adenocarcinoma (PDA) is a lethal malignancy with a 5-year survival rate of 10%. Sequencing of pancreatic cancer genomes revealed clinically relevant molecular subtypes [1][2][3] . Based on structural variations at the chromosomal level, PDA has been classified into four subtypes: stable, locally rearranged, scattered, and unstable 4 . The latter is driven by mutations in DNA-damage repair genes, such as BRCA1, BRCA2, ATM, and PALB2, and responds to treatments triggering DNA damage, such platinum-based chemotherapy, poly (ADP-ribose) polymerase (PARP) inhibitors, and irradiation (IR) [4][5][6][7][8] . Consistently, targeted inactivation of either Brca2 or Atm in murine pancreata caused genomic instability and promoted aggressive cancer that was sensitive to IR [7][8][9][10] . In early stages of PDA, the activation of DNA damage response (DDR) triggered by oncogenic Kras poses a barrier to cancer development. However, progressive failure of DNA repair pathways can facilitate malignant transformation and tumor evolution. Thus, further identification of molecular defects compromising genome integrity may indicate novel biomarkers of responsiveness to systemic chemotherapy and refine rational approaches for therapeutic intervention.
FOLFIRINOX (5-Fluorouracil, Leucovorin, Irinotecan, and Oxaliplatin), a platinum-and topoisomerase I inhibitorcontaining combination therapy is emerging as a first-line treatment for patients with good performance status, who are diagnosed with PDA 11 . Intriguingly, although improved survival has been reported for patients with mutations in DNA repair genes 4,6 , the efficacy of FOLFIRINOX extends beyond the small percentage of cases exhibiting mutations of BRCA1/2, PALB2, and ATM, indicating that defects in other genes regulating the DDR may contribute as well. This observation motivated us to analyze pancreatic cancer genomes for copy number alterations (CNAs) of genes implicated in DNA repair. We found that heterozygous loss of BAP1-but rarely mutation-occurs in over a quarter of PDAs and 40% of acinar cell carcinomas (ACCs), a rare and distinct subtype of pancreatic cancer that infrequently harbors KRAS mutations. BAP1 is located on the short arm of chromosome 3 (3p21.1) where loss of heterozygosity (LOH) or deletion is a recurrent and early event in the formation of multiple tumors 12 . Furthermore, BAP1 germline mutations cause a tumor predisposition syndrome inherited in an autosomal dominant pattern, which confers a higher risk for developing a spectrum of benign and malignant tumors 13,14 , including pancreatic cancer 13,[15][16][17][18] .
BAP1 interacts with ASXL proteins to form the polycomb repressive deubiquitinase (PR-DUB) complex, which counteracts the function of polycomb repressor complex 1 (PRC1) through histone H2AK119 deubiquitination to regulate developmental pathways 19 . BAP1 also participates in multiprotein complexes to regulate gene expression and cell proliferation 20 . Intriguingly, BAP1 is directly phosphorylated by ATM upon DNA damage and is required for efficient assembly of homologous recombination (HR) repair factors BRCA1 and RAD51 at IR-induced foci to promote repair of DNA double-strand breaks (DSBs) 21,22 . Although heterozygous loss of BAP1 is frequent in pancreatic cancer, the molecular mechanisms underlying this aberration in pancreas homeostasis and tumorigenesis remain unknown. Here we find that genomic instability due to the loss of BAP1 is frequently observed in patients with pancreatic cancer and is associated with a history of chronic pancreatitis.

BAP1 loss associates with pancreatitis and a poor prognosis.
Interrogation of the TCGA-PAAD cohort 2 for mutations and CNAs revealed frequent heterozygous loss for genes implicated in DDR, particularly for BAP1 (29%), CHEK2 (29%), and RAD51C (27.7%) (Fig. 1a). Notably, genomic losses of BAP1 were mainly present in high-purity samples (p = 0.0178; two-sided Fisher's exact test), indicating that the frequency and depth of deletion may be underestimated in the TCGA-PAAD cohort (Supplementary Fig. 1a). Several patients simultaneously carried multiple hits, indicating that defective DNA repair is a common molecular denominator in PDA. Although heterozygous loss was accompanied by reduced transcript levels for several genes involved in DDR ( Supplementary Fig. 1b), only BAP1 and RAD51C expression were significantly associated with lower risk and longer survival (Fig. 1b). Surprisingly, the expression of other DNA repair genes did not significantly correlate with survival (ATM and BRCA1/2) or had an adverse outcome (RAD51, PALB2, and ATR). The expression of PHF7, SEMA3G, and NISCH, which are adjacent to BAP1 and affected by LOH of Chr 3p21.1, were also associated with lower risk and longer survival in the TCGA-PAAD cohort (Fig. 1b). On the other hand, no correlation was found with the expression of PBRM1, a well-known tumor suppressor located in the same cytogenetic band as BAP1, as well as VHL, which is also located on the short arm of chromosome 3 (Chr 3p25.3). Although BAP1 expression is not linked to a pancreatic cancer subtype 1 (Supplementary Fig. 1c), in two independent pancreatic cancer cohorts 1,2 patients with low expression of BAP1 exhibited shorter median survival and a dismal prognosis (hazard ratio (HR) 4.94 with 95% confidence interval (95% CI) 2.62-10.79, Fig. 1c). Meta-analysis of additional studies confirmed that heterozygous loss, but rarely mutations or deletion, of BAP1 is a common aberration in >25% of PDA patients 2,3,23 (Supplementary Fig. 1d). Heterozygous loss of BAP1 was also present in (a) 40% of ACC, which also exhibit copy number losses for several DNA repair genes 23,24 , and (b) 15-20% of pancreatic tumors arising from mucinous cystic neoplasms (MCNs), intraductal papillary mucinous neoplasms (IPMNs), and solid pseudopapillary neoplasms 23,25,26 ( Supplementary  Fig. 1d, e). Consistently, most human PDA cell lines show heterozygous loss of BAP1 and express reduced mRNA and protein compared with cell lines established from other malignancies ( Supplementary Fig. 1f, g). Patients with loss of BAP1 exhibited more than a twofold increase in the fraction of the genome carrying CNAs, but no difference in the mutational burden (Fig. 1d), and were associated with a history of chronic pancreatitis (Fig. 1e). The latter group also showed enrichment for CNAs but not mutations ( Supplementary Fig. 1h). Thus, genomic instability due to BAP1 deficiency may be associated to the development of chronic pancreatitis and pancreatic cancer.
Next, we stained human PDA tissue microarrays (TMAs) comprising specimens representing progression of premalignant lesions to overt cancer and metastatic disease, and stratified based on grade (well-vs. poorly differentiated, Fig. 1f), with a BAP1 antibody that was validated for immunohistochemistry (IHC) in knockout mice ( Supplementary Fig. 1i). In human and mouse normal pancreata, BAP1 is expressed in islets and displays a mosaic pattern in acinar cells ( Fig. 1f and Supplementary Fig. 1i, j). BAP1 is expressed in acinar-to-ductal metaplasia and premalignant pancreatic intraepithelial neoplasias (PanINs), as well as in some cases of well-differentiated PDA. In contrast, BAP1 was absent, or downregulated, in the majority of poorly differentiated (grade III) specimens, whereas a statistically significant inverse correlation was observed between BAP1 staining and tumor grade, as well as progression to metastatic disease ( Fig. 1f-g).
To study the expression of endogenous Bap1 in a progression model of pancreatic cancer, we established a knockin reporter mouse carrying a lacZ cassette under the control of the endogenous Bap1 promoter flanked by loxP sites to allow tissue-specific deletion following intercrossing with the Pdx1 Cre strain 27 (Supplementary Fig. 1k). Early in life, Bap1 lacZ/+ mice exhibited normal endocrine and exocrine pancreas histology and showed widespread expression of β-galactosidase ( Supplementary  Fig. 1l). On the contrary, β-galactosidase in older mice was largely confined to islets with a weak mosaic staining of acinar and ductal cells. Consistent with the expression pattern observed in human (Fig. 1f), β-galactosidase staining in murine pancreata showed an increase in premalignant lesions driven by Kras G12D , but no staining was detected in overt cancer upon concomitant loss of Trp53 ( Fig. 1h and IHC in Supplementary Fig. 1m).
Loss of Bap1 induces DNA damage and chronic pancreatitis. We generated pancreas-specific conditional knockout mice by sequentially crossing Bap1 lacZ/+ with β-Actin FLPe animals to BAP1   BAP1  VHL  PPM1M  WDR82  GLYCTK  DNAH1  BAP1  PHF7  SEMA3G  TNNC1  NISCH Fig. 2a). Pancreas-specific Bap1-null mice were born at the expected gender and genotype ratios. Genotyping confirmed recombination in genomic DNA isolated from the pancreas, but not the tail, and IHC confirmed the mosaic absence of Bap1 in the exocrine pancreas (Supplementary Fig. 2b and 1i). Islets retained expression of Bap1 and mice exhibited normal glucose homeostasis ( Supplementary Fig. 2c, d). Histological analyses of knockout pancreata at 4 weeks of age revealed focal areas with loss of acinar architecture that over time evolved to variable hyperplastic, metaplastic, and connective tissue changes accompanied by obstruction of the ducts with eosinophilic zymogen material, which caused luminal dilation of acini and reactive proliferation ( Fig. 2a and Supplementary Fig. 2e). Similar changes were also observed in heterozygous (Fig. 2a) and Bap1 lacZ/+ pancreata ( Supplementary Fig. 2f). IHC revealed a strong upregulation of H2A ubiquitinated at Lys119 (H2AK119Ub), loss of acinar identity (Amylase), and expansion of Cytokeratin 17/19-and Sox9-positive duct-like cells (Fig. 2b). After 20 weeks of age, knockout out mice presented with catatonic behavior, hunched posture, and poor grooming, rendering them moribund. Post-mortem examination revealed elevated levels of serum amylase and lipase (Fig. 2c), a reduction in pancreas size with loss of tissue integrity and a gelatinous appearance ( Supplementary Fig. 2g). Microscopic findings included loss of acini, immune cell infiltration, fibrosis (Sirius Red staining), and saponification, indicative of tissue inflammation and damage ( Fig. 2d-f). Consistently, IHC and flow cytometry confirmed infiltration by T cells (CD3 + ), dendritic cells (CD11c + ), and macrophages (F4/80 + and CD11b + ), but not B cells (B220 + ) ( Supplementary Fig. 2h, i). The histologic changes-accumulation of insoluble eosinophilic material and inflammation-were reminiscent of chronic pancreatitis secondary to cystic fibrosis, a genetic disorder caused by mutations in the cystic fibrosis transmembrane conductance regulator (CFTR) gene. Cystic fibrosis patients exhibit higher risk for chronic pancreatitis and PDA 30,31 . Cftr, which is primarily expressed in the duct epithelia and a very small percentage of acinar cells ( Supplementary  Fig. 2j), was downregulated in Bap1 heterozygotes and was absent in the expanded duct-like cells of Bap1-null pancreata (Fig. 2g). We reasoned that BAP1 ablation might trigger chronic tissue damage and pancreatitis due to defective DDR. Indeed, we found a strong increase in the number of cells positive for H2A.X phosphorylated at Ser139 (H2A.XSer139, Fig. 3a), which occurs in response to DNA damage by ATM, ATR, or DNA-PK kinases and signals the recruitment of DNA-repair proteins. We also detected an increase of cells with apoptotic DNA fragmentation (terminal deoxynucleotidyl transferase-mediated dUTP nick-end labeling (TUNEL), Fig. 3b) and cleaved Caspase-3 ( Fig. 3c). At the molecular level, meta-analysis of gene expression profiles of acute pancreatitis in caerulein-treated mice 32,33 revealed that Bap1 and other DNA repair genes (Brca1/2 and Atm) are upregulated within hours in response to tissue damage (Supplementary Fig. 3a, b). Transcriptional activation of the endogenous Bap1 locus was also confirmed in caerulein-treated Bap1 lacZ/+ mice ( Supplementary Fig. 3c), suggesting that DDR is part of the physiological response for tissue regeneration. Consistently, caerulein-treated Bap1 heterozygous and knockout mice showed defective tissue regeneration, persistent activation of DDR, immune cell infiltration, and ductal metaplasia (Supplementary Fig. 3d-f).
BAP1 restrains Kras G12D -driven pancreatic cancer. Targeted activation of Kras G12D in murine pancreas induces PanINs, which progress to cancer with a long latency 28 . In contrast, caeruleininduced pancreatitis accelerates Kras G12D -driven PanIN progression to cancer as early as 1 month post treatment, suggesting that tissue inflammation establishes a pro-oncogenic milieu 34 . We found that deletion and heterozygous loss of Bap1 in Pdx1 Cre ; Kras G12D and Ptf1α Cre ;Kras G12D mice accelerated cancer progression and shortened survival (Fig. 4a). Macroscopic inspection of knockout pancreata revealed cystic lesions of variable size in all mice ( Supplementary Fig. 4a). Histology resembled MCNs with the presence of large multilocular cysts surrounded by ovarian type stroma (Fig. 4b). In several mice, we also observed a spectrum of IPMN-like lesions or mixed MCN-IPMN histology with an intraductal proliferation of mucin-producing cells, the formation of papillae, and cystic dilatation of the pancreatic ducts (Fig. 4b). On the other hand, heterozygous tumors showed features of both PDA and cystic alterations. Interestingly, although they retained the wild-type allele, IHC showed mosaic staining and downregulation of Bap1 in cystic lesions ( Supplementary  Fig. 4b). Thus, Bap1 restrains Kras G12D -driven cell transformation and results in a higher frequency of IPMN and MCN histology. Kras G12D ;Bap1-knockout pancreata exhibited increases in histone H2AK119Ub, loss of acini (Amylase), and gain of ductlike fate (Cytokeratin 17/19 and Sox9) ( Supplementary Fig. 4c, d). MCNs were variably positive for Muc1 and Muc5AC, which correlate with a poor prognosis in humans 35 , and less frequently for Muc2, a marker of goblet cell metaplasia (Fig. 4c). IPMNs were more frequently positive and stained stronger for Muc1 and Muc5AC, and exhibited marked cytological atypia and had a complex cribriform architecture similar to gastric-like and pancreatobiliary IPMNs (Fig. 4b, c). Serial sectioning and histological analyses of all knockout animals revealed tumor invasion of patients with copy number alterations (left) and heterozygous loss (right) for the indicated genes in the TCGA-PAAD cohort. b Forest plot showing the log hazard ratio (HR) and 95% confidence intervals (CIs) for death in the TCGA-PAAD cohort (n = 155 patients) estimated by univariate Cox regression analysis for the expression of genes involved in DNA repair (left) and located adjacent to BAP1 (right). The p-values were calculated based on the z-scores determined by Wald's test. c Kaplan-Meier plots showing the survival of patients in the indicated studies stratified based on BAP1 expression. Median survival is shown in brackets. n, number of patients. The Logrank (Mantel-Cox) test was used to assess statistical significance between groups. d Scatter dot plots (mean ± SEM) showing the fraction of genome carrying copy number alterations (CNA, left) and mutations (right) in TCGA-PAAD patients with heterozygous loss of BAP1. Statistical significance was determined by a two-tailed unpaired Student's t-test. ns, nonsignificant. e Stacked bar graph showing the number of patients in the TCGA-PAAD cohort with evidence of chronic pancreatitis and heterozygous loss of BAP1. Statistical significance was determined by a two-sided Fisher's exact test. ("Yes; HET_loss" n = 15, "NO;HET_loss" n = 23, "Yes;Diploid" n = 7, "NO;Diploid" n = 79). f Representative IHC of BAP1 in human pancreatic cancer tissue microarrays representing normal pancreas, early and advanced premalignant lesions, well-and poorly differentiated pancreatic ductal adenocarcinoma (PDA), and metastatic disease in the liver. ADM, acinar-to-ductal metaplasia; PanIN, pancreatic intraepithelial neoplasia. Red and black asterisks indicate islets and a duct, respectively. g Contingency table (top) and stacked bar graphs (bottom) showing the staining intensity of BAP1 with regard to histology and tumor grade. Statistical significance was determined by a χ 2 -test. h β-Galactosidase staining in pancreata of the indicated genotypes at 8-10 weeks of age. Source data are provided as a Source Data file.
pancreatic lymph nodes and micro-metastases in the liver (Supplementary Fig. 4e). Although with slower kinetics, all heterozygous mice also presented with lymph node invasion and distal metastases in the liver. Lung metastases were also observed in two mice ( Supplementary Fig. 4f).
To confirm these findings, we examined the tumor histology and pathology reports through the Cancer Digital Slide Archive (http://cancer.digitalslidearchive.net) and found that although the majority of KRAS mutant TCGA-PAAD patients with heterozygous loss of BAP1 harbored mutations of TP53 and developed PDA, 6/7 patients with wild-type TP53 presented with pancreatic cancer arising from IPMNs and MCNs ( Fig. 4d and Supplementary Fig. 4g). Patients with heterozygous loss of BAP1 had sporadic mutations of unknown significance in BRCA1/2, ATM, and SF3B1-which are very rare in the TCGA-PAAD cohort, and were mutual exclusive with mutations of GNAS, which is a known driver of cystic pancreatic neoplasms 36,37 ( Supplementary Fig. 4h). All patients with wild-type KRAS and    Fig. 4i). Last, the only patient carrying a truncating mutation of BAP1 and oncogenic KRAS presented with extensive parenchyma inflammation and metaplastic alterations ( Supplementary Fig. 4j).
Exclusively in Ptf1α Cre ;Bap1 KO mice, which recombine predominantly in the acinar compartment and to a lesser extent in ductal cells, we observed structures resembling normal acini with cells containing large nuclei, prominent nucleoli, and a finely granular cytoplasm that contained Periodic Acid-Schiff (PAS)- Fig. 2 BAP1 loss induces pancreatitis. a H&E staining of pancreata from the indicated genotypes and ages. Red arrow points to an area with loss of acinar architecture and black arrows the accumulation of eosinophilic zymogen material and luminal dilation of acini. b IHC for the indicated markers in wild-type and Bap1-knockout mice at 8-10 weeks of age. The Pdx1 Cre strain expresses Cre recombinase in a stochastic pattern causing mosaic histological alterations due to loss of Bap1. c Scatter dot plots (mean ± SEM) show serum amylase and lipase levels in 25-30-week-old mice of the indicated genotypes. (Amylase: WT n = 6, HET n = 5, and KO n = 5 mice. Lipase: WT n = 6, HET n = 6, and KO n = 6 mice). d H&E staining of 30-week-old pancreata of the indicated genotypes. Asterisks indicate saponification. LN, lymph node. e Scatter dot plot (mean ± SEM) showing the percentage of affected area in 30-week-old pancreata of the indicated genotypes (WT n = 6, HET = 5, KO n = 8 mice). f IHC for CD45 (top) and Sirius Red staining (bottom) showing leukocyte infiltration and collagen deposition, respectively, into the pancreatic parenchyma of 30-week-old wild-type and Bap1-deficient mice. g IHC for CFTR in 8-10week-old wild-type and Bap1-deficient mice. Arrows point to ducts. In c and e, statistical significance was determined by one-way ANOVA with p-values shown on the top of each plot, followed by Tukey's multiple comparison post-hoc test between groups test. **p < 0.01; ***p < 0.001. Source data are provided as a Source Data file.     38,39 . The only patient diagnosed with ACC in the TCGA-PAAD cohort harbored heterozygous loss of BAP1 but had wild-type KRAS and TP53 ( Fig. 4d and Supplementary  Fig. 4l). These data suggest that BAP1 loss may also play a role in ACC.
Loss of Bap1 causes genomic instability. To delineate the molecular pathways, we analyzed the transcriptomes of cell lines established from Pdx1 Cre ;Kras G12D wild-type and Bap1-null mice. Consistent with the aggressive behavior of tumors in vivo, Bap1knockout cell lines proliferated faster in vitro ( Supplementary  Fig. 5a). Affymetrix exon level analysis and western blotting confirmed the recombination of floxed exons and the absence of Bap1 protein ( Supplementary Fig. 5b, c). The expression of PR-DUB and PRC1/2 members were unaltered ( Supplementary  Fig. 5c, d). Principal component and Ingenuity Pathway (IPA) analyses revealed pronounced changes in gene expression and enrichment for pathways regulating cell identity and proliferation (epithelial-to-mesenchymal transition, transforming growth factor-β (TGF-β), and mitogen-activated protein kinase signaling), metabolism and redox homeostasis (AMPK/mammalian target of rapamycin and NRF2 signaling), and DDR (p53, telomerase, and ovarian cancer signaling, which is frequently driven by mutations in BRCA1/2, Fig. 5a, b). Likewise, IPA inferred inhibition of TGF-β, BRG1/SMARCA4-a chromatin regulator frequently inactivated in IPMNs 40 , and GATA6-a transcription factor that regulates pancreatic fate 41 . Consistent with the cystic and mucinous histology of Bap1-null tumors, gene expression changes were concordant with activation of transcription factors that drive the maintenance of secretory epithelia such as estrogen receptor and SPDEF (SAM pointed domain containing ETS transcription factor)-a TGF-β-repressed transcription factor that regulates goblet cell differentiation 42 . Finally, expression of Cftr showed a more than tenfold downregulation in the Affymetrix arrays and was confirmed by quantitative reverse transcriptase-PCR in cell lines established from knockout pancreata (Supplementary Fig. 5e). Next, we profiled PANC1 cells that were exposed to IR in the context of BAP1 downregulation (sgBAP1) mediated by CRISPR/Cas9. IR or sgBAP1 alone caused concordant changes in gene expression (~30% of differentially expressed genes, DEGs), whereas simultaneous perturbation had an additive effect (Fig. 5c, d). IPA showed enrichment for pathways regulating Epithelial-Mesenchymal Transition (EMT), metabolic and redox homeostasis, and DDR, in particular upon exposure to IR in the context of BAP1 deletion (Fig. 5d). Consistently, human and murine BAP1-deficient pancreatic cancer cell lines showed a pronounced sensitivity and activation of ATM/ATR kinases and H2A.XSer139 phosphorylation upon different means of DNA damage ( Supplementary Fig. 5f, g). Although BAP1-knockout cells harbored increased H2AK119Ub, this modification was largely unaffected by DNA damage, suggesting the role of BAP1 in DDR may be independent of the deubiquitinase activity. Indeed, reconstitution of knockout cells with wild-type or a catalytically inactive mutant of BAP1 (BAP1 C91A ) revoked the sensitivity to IR (Supplementary Fig. 5h). We also observed that although sorted cells were expressing a similar amount of wildtype and mutant protein, BAP1 halted proliferation leading to counter-selection upon passaging ( Supplementary Fig. 5i). In contrast, BAP1 C91A conferred a proliferative advantage and drove positive selection even when cells were plated at low densities. Mutations abolishing the deubiquitinase activity of BAP1 are not detected in PDA patients but are found in other malignancies and may confer an oncogenic potential. Interestingly, knockdown of BAP1 in heterozygous SW1990 and PANC1 had the opposite effect and slightly reduced cell proliferation ( Supplementary  Fig. S5j). Given that both cell lines harbor additional defects in genes regulating DNA repair ( Supplementary Fig. S1f), complete loss of BAP1 may sensitize and render cells unable to cope with accumulation of excessive DNA damage.
DNA DSBs are lesions that must be repaired before cell division ensues. BAP1 is required for efficient HR 21,22 , a function that has been attributed to its interaction with BRCA1 43 . Indeed, by using a green fluorescent protein (GFP)-based reporter assay employing a recognition site for the rare-cutting I-SceI endonuclease for induction of DSBs 44 , we found that loss of BAP1 caused a substantial reduction of GFP-positive cells, indicating loss of proper DNA repair ( Supplementary Fig. 5k). Consistently, metaphase chromosome spreads revealed a spectrum of abnormalities in knockout cells-even in the absence of oncogenic Krasincluding chromosome breaks, shattering, premature sister chromatid separation with incompletely condensed chromosomes, and aneuploidy, which were exacerbated upon exposure to IR (Fig. 5e, f). Kras G12D cells exhibited normal karyotypes that were disrupted upon BAP1 ablation. Deletion of BAP1 in HEK293T cells and exposure to IR also led to pronounced chromosomal abnormalities (Fig. 5g), suggesting an essential role in maintaining genome integrity. Furthermore, we detected a defective formation of PALB2 foci, a scaffold protein in the BRCA1-PALB2-BRCA2 complex, following DNA damage induced by IR. No alterations were observed in 53BP1 foci formation, a protein that regulates non-homologous end joining ( Supplementary Fig. 5l). Although we failed to detect a direct interaction with BRCA1, we found that BAP1 directly interacts with the tandem ankyrin domains of BARD1 (BRCA1-associated RING domain 1) (Fig. 5h), a protein that interacts with BRCA1 to regulate DNA repair mediated by HR and protection of nascent DNA at stalled replication forks [45][46][47] .
BAP1 regulates the response to DNA damage. To systematically study and causatively link epigenetic alterations with gene expression changes, we mapped the distribution of H3K4me3, H3K27me3, H2AK119Ub, and H2K120Ub in wild-type and knockout cells. Peak calling followed by K-means clustering and Kras G12D (left) and Ptf1α Cre ;Kras G12D (right) cohorts. Median survival is shown in brackets. The Log-rank (Mantel-Cox) test was used to assess statistical significance between groups. n, number of mice. b H&E staining of 10-15-week-old pancreata from the Pdx1 Cre cohort lacking Bap1 with histological alterations resembling mucinous cystic neoplasms (MCNs) and intraductal papillary mucinous neoplasms (IPMNs). Asterisks indicate ovarian type stroma lined by mucin-producing cells in MCN and arrows point to the foveolar epithelium. c IHC for the indicated mucins in Pdx1 Cre ;Kras G12D ;Bap1 KO tumors isolated from 10-to 15-week-old mice. Arrows point to areas of the foveolar epithelium. d Top: Oncoprint showing the overlap between heterozygous loss of BAP1 and mutations in the indicated oncogenes and tumor suppressors in the TCGA-PAAD cohort. Bottom: Table showing the  genome-wide pairwise comparison of the normalized signal intensity over the transcription start site (TSS) revealed increases of repressive H2AK119Ub and H3K27me3 (cluster I in Fig. 6a and Supplementary Fig. 6a), particularly over DEGs (Fig. 6b). Besides genes driving pancreas cell fate (Sox17), Cluster I also contained members of TGF-β (Tgfb1/2) and genes (Gnas and Rnf43) frequently deregulated in IPMNs and MCNs, as well as Cftr. In contrast, no significant alterations were observed in the distribution and signal intensity of H3K4me3 and H2BK120Ub, nor in H3K4me1 and H3K27ac that define poised and active super-enhancers, respectively (Supplementary Fig. 6b) marked with H3K4me3 and the de novo bivalent genes were enriched for pathways regulating cell-fate decisions and metabolic homeostasis, but not DDR (Fig. 6c). Loss of BAP1 increased the intensity of both H2AK119Ub and H3K27me3, and repressed the majority of DEG (66.2% downregulated vs. 33.8% upregulated, Fig. 6d). Hence, BAP1 primarily functions as a transcriptional coactivator by removing repressive H2AK119Ub. Next, we mapped the genome-wide binding of BAP1 and distribution of H2AK119Ub in PANC1, which exhibits heterozygous loss of BAP1 ( Supplementary Fig. 1e), as well as in immortal, but not transformed, human pancreatic ductal endothelial (HPDE) cells, in response to IR. K-means clustering revealed that BAP1 binds active chromatin enriched for H3K4me3, H3K36me3, and active RNA polymerase II phosphorylated at Ser5 (POLR2ASer5), but is depleted for repressive H3K27me3 and H2AK119Ub (cluster II in Fig. 6e and Supplementary Fig. 6c). BAP1 and H2AK119Ub signal intensities were highly concordant in the two cell lines and largely unaffected by IR ( Supplementary Fig. 6d, e), further supporting that gene expression changes triggered by IR are independent of the catalytic activity of BAP1. Consistently, IPA of genes bound by BAP1 showed significant overlap between PANC1 and HPDE, and enrichment for pathways and upstream regulators of DDR such as protein ubiquitination, ATM, and BRCA1 signaling pathways among others, particularly in response to DNA damage (Fig. 6e, f).
BAP1 loss confers sensitivity to DNA damage treatments. To test the response to DNA damage, murine wild-type, heterozygous, and knockout cells as well as human PDA cell lines treated with shBAP1 were exposed to cisplatin (a DNA crosslinker) and camptothecin (topoisomerase I inhibitor). We found that loss of BAP1 conferred an increased sensitivity ( Fig. 7a and Supplementary Fig. 7a). Reconstitution of knockout cells with wild-type or mutant BAP1 C91A abolished sensitivity, suggesting a deubiquitinase independent function (Fig. 7b). On the other hand, knockout cells were resistant to gemcitabine, a nucleoside analog that is commonly used for treating pancreatic cancer ( Supplementary Fig. 7b). Meta-analysis of pharmacogenomic data from the Cancer Cell Line Encyclopedia through the CellMi-nerCDB portal 48 revealed that low BAP1 expression correlated with sensitivity to irinotecan (derivative of camptothecin) specifically in human pancreatic cancer cell lines and linear regression analysis among DNA repair genes highlighted BAP1 in explaining the response (Supplementary Fig. 7c, d). Similarly, BAP1-null mouse and human pancreatic cancer cell lines were sensitive to IR and failed to form colonies when plated at low densities ( Supplementary Fig. 7e). Unlike BRCA1/2 mutant tumors 49 , BAP1-null pancreatic cancer was resistant to PARP inhibitors ( Supplementary Fig. 7f). Likewise, no sensitivity was detected to compounds targeting the PRC2 ( Supplementary Fig. 7g, h).
To confirm these findings in vivo, Kras G12D ;Bap1 KO mice were exposed to IR and analyzed for markers indicative of DNA damage and apoptosis. Unlike Kras G12D or Kras G12D ;Trp53 KO mice where IR had a minor effect, Kras G12D ;Bap1 heterozygous and knockout pancreata showed a striking increase in the number and intensity of malignant cells staining positive for H2A. XSer139 (Fig. 7c). TUNEL and IHC for cleaved Caspase-3 confirmed an increase in apoptotic cells, selectively in Bap1knockout tumors (Fig. 7d and Supplementary Fig. 7i). Similar results were obtained in mice treated with cisplatin (Fig. 7e), suggesting that loss of BAP1 confers sensitivity to IR and platinum-based chemotherapy.

Discussion
Chronic pancreatitis is a risk factor for the development of pancreatic cancer and has been linked to alcohol intake, smoking, and poorly defined genetic factors 31 . Unlike hereditary pancreatitis due to mutations in genes that regulate exocrine pancreas homeostasis, such as CFTR, somatic CNAs that predispose to chronic inflammation and pancreatitis remain unknown. We found that loss of BAP1 leads to the development of chronic pancreatitis in mice and is associated with poor prognosis in PDA patients. Notably, Brca2 inactivation also promoted an inflammatory response and disrupted exocrine pancreas homeostasis in mice 9 , and BRCA1 downregulation has been documented in patients diagnosed with chronic pancreatitis 50 . Likewise, DNA repair genes, including Bap1, are readily upregulated and required for pancreas regeneration in caerulein-treated mice. Although further proof is needed, these data suggest that defective DDR may be a common denominator in a subset of chronic pancreatitis cases and causatively linked to a higher risk for PDA.
Individuals with germline mutations in DNA repair genes have a higher risk of developing PDA 17,51 . Although over 80% of familial pancreatic cancer cases harbor mutations in BRCA1/2 and ATM, germline deletion and mutations of BAP1 have also been observed 13,[15][16][17][18] . On the other hand, somatic mutations of DNA repair genes are rare (<5% of patients), which is counterintuitive given that recent sequencing studies showed a transcriptional signature of defective DDR in about 25% of PDA patients 2,4 . We found that somatic heterozygous loss of BAP1 may account for this discrepancy, as it is the most frequent CNA among DNA repair genes occurring in over a quarter of PDA and 40% of ACC 24,52,53 . Although LOH of additional genes within  5 and p < 0.01) identified in PANC1 cells for the indicated conditions compared with non-treated control cells. Right: IPA of DEG for each condition compared to control. The x axis corresponds to the raw binomial p-values. e Representative metaphase spreads of murine pancreatic cancer cell lines of the indicated genotypes from the Pdx1 Cre cohort. Bap1 KO ;Kras G12D cells show aneuploidy, chromosome shattering, and incompletely condensed chromosomes in the right panels. Right: table shows the number of metaphase nuclei with numerical and structural abnormalities. Results are representative from at least two independently established cell lines for each genotype. Black arrows point to chromosome fragments. f Representative metaphase spreads of murine pancreatic cell lines before and 3 days after exposure to 10 Gy of IR. Black and green arrows point to chromosome fragments and the absence of centromeres, respectively. g Representative metaphase spreads of HEK293T cells treated with sgBAP1 before and 3 days after exposure to 10 Gy of IR. Black arrows point to chromosome fragments. h HEK293T cells were transfected with Flag-tagged wild-type and the indicated truncated mutants of BARD1 (left). Cells expressing full-length (FL) BARD1 were also exposed to 10 Gy of IR (last lane). Nuclear extracts were immunoprecipitated with anti-Flag antibody and analyzed by western blotting for the indicated endogenous proteins. Right: schematic of the BRCA1, BARD1, and BAP1 proteins. UCH, ubiquitin carboxyl-terminal hydrolase; BRCT, BRCA1 C terminus; ANK, Ankyrin tandem repeats; HBM, HCF-1-binding domain. Not to scale.       Chr 3p21.1 may contribute to tumor suppression, and loss of BAP1 in pancreatic cancer may be secondary-rather than the cause of genomic instability-our mouse model suggests Bap1 ablation suffices to cause defective DNA repair, pancreatitis, and cooperates with oncogenic Kras to promote pancreatic cancer. Thus, downregulation of BAP1 alleviates a barrier to pancreatic cancer progression, but at the same time its low expression maintains basal DNA repair mechanisms protecting rapidly dividing cancer cells from the catastrophic consequences of uncontrolled accumulation of DNA damage. Although deletion of Bap1 in the context of Kras G12D induced MCNs and IPMNs, in Ptf1α Cre -knockout pancreata we also observed areas with features of acinar cell transformation.
Although not yet comprehensive, human ACC exhibits frequent loss for BAP1 and other DNA repair genes in more than half of the cases 24,52 . Acinar tumors have been reported in murine pancreata with biallelic Brca2 mutations 9 . Altogether, defective DDR may drive ACC and simultaneous inactivation of multiple genes involved in HR may be required to phenocopy this rare pancreatic cancer subtype accurately.
Defining biomarkers of responsiveness to chemotherapy and IR can significantly improve treatment and clinical outcomes. BAP1-deficient pancreatic cancer showed numerical and structural chromosomal abnormalities and sensitivity to IR and compounds that cause replication fork stalling, such as cisplatin and camptothecin. Derivatives of cisplatin and camptothecin (oxaliplatin and irinotecan, respectively) are components of FOLFIRINOX which is emerging as a first-line treatment for pancreatic cancer 11 , whereas oxaliplatin showed efficacy as a single agent in ACC 54 . Although defective DDR is causative and permissive of pancreas oncogenesis, it may also uncover an Achilles heel to be exploited therapeutically. Mechanistically, BAP1 regulates the repair of DNA DSBs by HR and directly interacts with BARD1, a protein that forms a heterodimer with BRCA1 to regulate HR and stalled fork protection [45][46][47] . The latter is crucial in protecting stalled DNA replication forks in rapidly dividing cancer cells from nucleolytic degradation and may explain the sensitivity to platinum-based compounds and topoisomerase inhibitors 55,56 . Given that heterozygous loss of BAP1 is the most frequent somatic aberration among DNA repair genes in pancreatic cancer, our findings establish a rationale for evaluating BAP1 status to stratify patients who are likely to respond to FOLFIRINOX and radiotherapy.

Methods
Study approval. Mouse experiments were conducted under protocols A292, A293, and A308, which were reviewed and approved by the Institutional Animal Care and Use Committee of the George Washington University, Washington DC. Commercially available de-identified human TMAs were bought from the Cooperative Human Tissue Network (CHTN, which is funded by the National Cancer Institute; www.chtn.org/) and Biomax (www.biomax.us/). The CHTN_PancProg1 TMA contains a series of normal, premalignant (low-and high-grade PanIN), pancreatic carcinoma, and metastatic specimens. The Biomax TMAs (PA501 and PA1921a) contained specimens from normal and clinically annotated de-identified pancreatic cancer patients. Redundant patient specimens among the Biomax TMA employed were excluded from the analysis. According to the guidelines from the Office of Human Research Protection, the conducted research meets the criteria for exemption #4 [45 CFR 46. Animal studies. Bap1 tm1a(EUCOMM)Hmgu (C57BL/6NTac-Bap1 < tm1a(EUCOMM) Hmgu > /Wtsi) mutant mice were developed by the Wellcome Trust Sanger Institute Mouse Genetics Project based on the "knockout-first allele" strategy 27 . To generate pancreas-specific reporter (Bap1 lacZ/+ ), mice expressing β-galactosidase under the endogenous Bap1 promoter mice were crossed with the Pdx1 Cre28 strain. To generate conditional knockout animals, Bap1 lacZ/+ mice were sequentially crossed with β-Actin FLPe57 to remove the Frt cassette and the offspring to Pdx1 Cre and Ptf1α Cre29 strains to delete Bap1 in pancreatic progenitor and acinar cells, respectively. To generate the experimental cohorts, Pdx1 Cre or Ptf1α Cre Bap1 and Trp53 58 heterozygous mice were crossed to LSL-Kras G12D/+59 strain. Mice were bred on a mixed C57BL/6;129/Sv background. Genotyping primers for Bap1 tm1a (EUCOMM)Hmgu mice are shown in Supplementary Table 1. To induce pancreatitis, mice were intraperitoneally injected for two consecutive days with 400 μg/kg/day caerulein (Sigma-Aldrich) in phosphate-buffered saline (PBS) divided into four doses/day and administered every 2 h. Mice were analyzed 5 days post caerulein treatment, a time point where wild-type pancreata are expected to have been almost fully regenerated. To induce DNA damage, mice were exposed to 10 Gy IR ( 137 Cs source) and killed 3 days later for analysis. Treatment of mice with cisplatin (5 mg/kg) in PBS occurred intraperitoneally, once per week, starting at 5-6 weeks of age and lasted 4 weeks. In all experiments, littermate pairs were used.
Immunohistochemistry. Pancreata and liver were formalin fixed, paraffin embedded, and sectioned on a Leica RM2165 microtome. Four-micrometer tissue sections were de-paraffinized in xylenes, rehydrated sequentially in ethanol, washed in 0.5% Triton X-100 in PBS, rinsed in water, and submerged in citrate buffer (pH 6.0) to unmask antigens using the Retriever 2100 (Aptum), according to manufacturer's protocol. Then, slides were incubated with 3% H 2 O 2 to block endogenous peroxidase activity, washed, and blocked with 10% normal horse serum for 1 h. Primary antibodies were applied overnight at 4°C. The next day, slides were washed, incubated with biotinylated secondary antibodies for 1 h at room temperature, treated with VECTASTAIN ® Elite ABC-HRP Kit for 30 min, developed with the DAB substrate kit (Vector Laboratories), counterstained with hematoxylin, and mounted with Dibutylphthalate Polystyrene Xylene (DPX). For BAP1 IHC, Buffer B (pH 8.0) was used for antigen retrieval. For MUC2 and MUC5AC IHC, the Vector M.O.M. Basic Immunodetection kit (Vector Laboratories) was used according to the manufacturer's protocol. For Sirius Red staining, slides were placed flat in a chamber, 200-300 μl of Sirius Red/Fast green stain was added to cover tissues, and stained for 30 min. Slides were thoroughly rinsed in water and briefly dehydrated through sequential alcohols, cleared in xylenes, and mounted with DPX. The PAS-D staining was performed at the research pathology core lab of George Washington University (https://smhs.gwu.edu/pcl/). Scoring for BAP1 nuclear staining was based on the intensity as "absent, weak, or strong" and determined with the Zen lite 2012 software. The chi-square test was used to determine whether there was a significant difference between the expected and observed frequencies in one or more categories. Supplementary Table 2 provides the catalog numbers and dilutions of antibodies.
X-gal tissue staining. Pancreata were rinsed in PBS and fixed in 4% paraformaldehyde for 1 h at room temperature, then washed once with PBS and twice in staining buffer (2 mmol/L MgCl 2 , 0.01% Na-Deoxycholate, 0.02% NP-40 in PBS) for 15 min each at room temperature. Pancreata were stained overnight at 37°C in X-gal staining solution (1 mg/ml X-gal, 5 mmol/L K 4 Fe(CN) 6 , and 5 mmol/L K 3 Fe (CN) 6 in staining buffer), followed by three washes in PBS for 15 min each, fixed in 10% neutral buffered formalin overnight, and paraffin embedded. Four-micrometer sections were de-paraffinized in two changes of xylenes and rehydrated sequentially in ethanol. Sections were counterstained in nuclear fast red (Amresco), dehydrated sequentially in ethanol, cleared in two changes of xylenes, and mounted with DPX.
TUNEL assay. Click-iT™ TUNEL Colorimetric IHC Detection Kit (Invitrogen) was used for detecting cell apoptosis according to the manufacturer's protocol. Briefly, pancreatic tissue sections were de-paraffinized, rehydrated sequentially, washed with PBS, fixed at room temperature in 4% paraformaldehyde for 15 min, digested with proteinase K for 15 min, and finally fixed at room temperature in 4% paraformaldehyde for 5 min. The sections were incubated with the TdT reaction mixture at 37°C for 1 h in a humidity chamber. The TdT reaction was quenched by incubating the slides in 2× Saline Sodium Citrate (SSC) buffer for 15 min and endogenous peroxidase activity was blocked by incubating the slides in 3% hydrogen peroxide for 5 min. The slides were then incubated in the TUNEL Colorimetric reaction cocktail at 37°C for 30 min in a humidity chamber, in the dark. Next, the slides were incubated with a Streptavidin-Peroxidase Conjugate for 30 min at room temperature in a humidity chamber. After developing with DAB, slides were counterstained in hematoxylin, dehydrated sequentially in ethanol, then cleared in two changes of xylenes, and mounted with DPX. Nuclei of cells stained brown were regarded as positive apoptotic cells by TUNEL staining.
Histomorphometry. All slides were photographed with a Zeiss AxioLab.A1 and AxioCam ICc5 camera, and analyzed with the Zen lite 2012 software as indicated in the figure legends. To quantify the number of cells responding to different treatments sections were photographed at ×20 or ×40 magnification as indicated in the figure legends, the tumor area was delimited with the 'spline contour'' tool of the Zen lite 2012 and calculated by the software. Data are presented as the number of positive cells per tumor area (mm 2 ) ± SEM. The 'spline contour'' tool was also employed to quantify the area of pancreas with signs of pancreatitis.
Glucose, amylase, and lipase measurements. Blood glucose levels (mg/dl) were quantified using the Bayer Contour Next One Glucose Meter. Mice were either fed ad libitum or fasted overnight. Levels of amylase and lipase in the blood were measured using as reference the ethylidenep-NP-G7 (catalog # MAK009, Sigma-Aldrich) and glycerol (catalog # MAK046, Sigma-Aldrich) substrates in kinetic activity assays, respectively. Serum (2 μL) was diluted in to 1 : 1 ratio with normal saline and mixed with either the amylase or lipase assay buffer to initiate the reaction. The increase in absorbance due to the release of p-nitrophenol and glycerol was monitored at 405 nm and 570 nm for amylase and lipase, respectively. Activity was recorded as nmole/min/ml and reported as Units/Liter (U/L). One unit of amylase is the amount of the enzyme that cleaves ethylidene-pNP-G7 to generate 1.0 μmol of p-nitrophenol per minute at 25°C. One unit of lipase is the amount of enzyme that will generate 1.0 μmol of glycerol from triglycerides per minute at 37°C.
Western blotting and immunoprecipitation. Cells were solubilized on ice in lysis buffer (25 mM Tris-HCl pH 7.6, 200 mM NaCl, 1 mM EDTA, 1% Igepal CA-630, 0.1% Na-Deoxycholate, 0.1% SDS supplemented with a mixture of protease and phosphatase inhibitors), centrifuged for 10 min at 16,000 × g, and the supernatant was analyzed by western blotting. For immunoprecipitation, cells were incubated with hypotonic buffer A (20 mM HEPES, 10 mM KCl, 1 mM MgCl 2 ) for 10 min followed by centrifugation at 2000 × g for 5 min at 4°C. Pelleted nuclei were resuspended in buffer C (20 mM HEPES, 480 mM KCl, 0.1% Igepal CA-630, 0.1% SDS), incubated on ice for 20 min, briefly sonicated, and cleared by centrifugation at 16,000 × g for 10 min. Nuclear extracts were mixed with 30 μl of anti-FLAG beads (Sigma) and incubated overnight at 4°C with gentle agitation. Immunoprecipitated materials were extensively washed, eluted with 2× loading buffer at 95°C for 5 min, and analyzed by western blotting. Supplementary Table 2 provides the catalog numbers and dilutions of antibodies.
Homologous recombination repair assay. Wild-type and BAP1-knockout cells were transfected in duplicate with plasmids expressing the HR substrate composed of two differentially mutated GFP genes oriented as direct repeats (pDRGFP; Addgene #26475) and I-SceI endonuclease expression vector (pCBASceI; Addgene #26477). Expression of I-SceI endonuclease generates a site-specific DSB between the mutated GFP genes, which, when repaired by gene conversion, results in a functional GFP gene. Two days later, cells were collected for flow cytometry in a BD FACSCelesta to determine the percentage of GFP-positive cells. Data analyses were performed with FlowJo software (TreeStar). To adjust for different transfection efficiencies between cell lines, data were normalized by using a GFP reporter plasmid transfected in parallel.
Gene expression analysis. Total RNA was isolated using the RNeasy spin column kit (Qiagen) and quantified using a BioSpectrometer (Eppendorf). One hundred nanograms of RNA was used as input for the GeneChip® PrimeView™ (3′ IVT human array) and GeneChip™ Mouse Gene 2.0 ST (mouse exon array) microarrays (Affymetrix). Synthesis, labeling, and purification of biotinylated complementary RNA and sense-stranded DNA targets were carried out according to manufacturers' instructions using the GeneChip™ 3′ IVT PLUS Reagent Kit and Gene-Chip™ WT PLUS Reagent Kit, respectively. Hybridization was performed using a GeneChip Hybridization Oven 640 overnight at 45°C. Microarray washing and staining was performed on a GeneChip Fluidics Station 450 and scanning on a GeneChip Scanner 3000 7G, commanded by the Affymetrix GeneChip Command Console software. Probe-level analysis including background subtraction and quantile normalization took place with the Robust Multi Array Average Algorithm using the Affymetrix Expression Console Software 1.3. DEGs (p < 0.05 and fold change > 1.5 for the GeneChip™ Mouse Gene 2.0 ST exon array and p < 0.01 and fold change > 1.5 for the GeneChip® PrimeView™) were determined using the Transcriptome Analysis Console v3.0. Raw and processed Affymetrix data have been deposited in the Gene Expression Omnibus repository under accession number GSE120127.
Ingenuity Pathway analysis. DEGs were used as input for IPA to infer canonical pathways and upstream regulators that could explain gene expression changes caused by loss of BAP1 for z-scores >2 and a p overlap value < 0.01. The positive or negative sign of z-score indicates activation or repression, respectively, of a particular canonical pathway or upstream regulator in the context of BAP1 loss. A Fisher's exact test was used to determine the statistical significance.
ChIP-Seq data analysis. The FastQC (Version 0.10.1) software was used to examine the read quality. Reads were aligned to the mouse (mm9) or human (GRCh37/hg19) genome using Bowtie (Version 1.1.1 66 ) with default parameters and keeping only uniquely aligned reads. SICER (Version 1.1 67 ) was used for peak calling to identify chromatin domains enriched for BAP1 binding and histone modification marks. Redundant reads, which might be the result of PCR artifacts, were filtered before peak calling. Window size = 200 bp and gap size = 200 bp was used for H3K27ac, H3K4me3, and BAP1, and window size = 200 bp and gap size = 600 bp for H3K27me3, H3K4me1, H2AK119Ub, H2BK120Ub. False discovery rate threshold was set to 1e − 8 for all histone modifications and 1e − 5 for BAP1 ChIP. For peak annotation, we employed the RefSeq transcripts from the UCSC genome browser with a ±2 kb window spanning the TSS. Genome-wide comparison and K-means clustering of signal intensity as well as plotting the read density profile over the TSS and SE took place with EaSeq 68 software. Island-filtered reads from SICER were used as input. For calling super-enhancers, we employed ROSE (Rank Ordering of Super-Enhancers) 69 software using H3K27ac ChIP-Seq signal as input and default parameters. The GREAT (version 3.0.0) online tool was used to identify genes linked to SE based on the association rule: Basal+extension: 1 kb upstream, 1 kb downstream, 1000 kb max extension. Raw and processed data from ChIP-seq experiments have been deposited in the Gene Expression Omnibus repository under accession numbers GSE121709 and GSE120460. Raw ChIP-seq data for H3K4me3 (ENCFF346XSZ), POLR2ASer5 (ENCFF065NPZ), H3K36me3 (ENCFF356QYS), and H3K27me3 (ENCFF072NKY) for PANC1 were downloaded from ENCODE (https://www.encodeproject.org/).
Induction of DNA damage and drug sensitivity. Cells were exposed to 10 Gy of IR ( 137 Cs source), camptothecin (topoisomerase I inhibitor), cisplatin (DNA crosslinking agent), gemcitabine, and PARP inhibitors (olaparib, 3-ABA, and PJ-34) as indicated in the figure legends. To inhibit the PRC2 complex we employed EZH2 inhibitors GSK126 and GSK343, as well as EED inhibitors EED226 and A-395. All inhibitors were bought from Selleck (https://www.selleckchem.com/), except A-395, which was kindly provided by the Structural Genomic Consortium (https://www.thesgc.org/). To estimate the IC 50 wild-type and Bap1-knockout murine pancreatic cancer cell lines were plated at a density of 2-4 × 10 4 cells per well in triplicate in 96-well plates and treated with compounds as indicated in the corresponding figures with concentrations ranging from 0.3125 to 20 μM (2-fold dilution series). Three days later, cell viability was assessed with the CellTiter-Glo 2.0 Cell Viability Assay. The plates were read using a GloMax luminometer, and light signal was normalized within (dimethylsulfoxide-treated cells) to adjust for experimental variations. Curve-fitting and IC 50 values were calculated using Prism5.
Reporting summary. Further information on research design is available in the Nature Research Reporting Summary linked to this article.