Abstract
The poor prognosis of pancreatic cancer is primarily due to the development of resistance to therapies, including gemcitabine. The long noncoding RNA PVT1 (lncRNA PVT1) has been shown to interact with enhancer of zeste 2 polycomb repressive complex 2 subunit (EZH2), promoting gemcitabine resistance in pancreatic cancer. In this study, we found histone acetyltransferase 1 (HAT1) enhanced the tolerance of pancreatic cancer cells to gemcitabine and HAT1-mediated resistance mechanisms were regulated by PVT1 and EZH2. Our results showed that the aberrant HAT1 expression promoted gemcitabine resistance, while silencing HAT1 restored gemcitabine sensitivity. Moreover, HAT1 depletion caused a notable increase of gemcitabine sensitivity in gemcitabine-resistant pancreatic cancer cell lines. Further research found that HAT1 increased PVT1 expression to induce gemcitabine resistance, which enhanced the binding of bromodomain containing 4 (BRD4) to the PVT1 promoter, thereby promoting PVT1 transcription. Besides, HAT1 prevented EZH2 degradation by interfering with ubiquitin protein ligase E3 component n-recognin 4 (UBR4) binding to the N-terminal domain of EZH2, thus maintaining EZH2 protein stability to elevate the level of EZH2 protein, which also promoted HAT1-mediated gemcitabine resistance. These results suggested that HAT1 induced gemcitabine resistance of pancreatic cancer cells through regulating PVT1/EZH2 complex. Given this, Chitosan (CS)-tripolyphosphate (TPP)-siHAT1 nanoparticles were developed to block HAT1 expression and improve the antitumor effect of gemcitabine. The results showed that CS-TPP-siHAT1 nanoparticles augmented the antitumor effects of gemcitabine in vitro and in vivo. In conclusion, HAT1-targeted therapy can improve observably gemcitabine sensitivity of pancreatic cancer cells. HAT1 is a promising therapeutic target for pancreatic cancer.
Subject terms: Cancer therapy, Oncogenes
Introduction
Pancreatic cancer is a particularly aggressive and lethal malignancy of the digestive system [1, 2]. Early diagnosis of pancreatic carcinoma is challenging due to its anatomical position; hence, only 15% of pancreatic cancer patients undergo surgical resection [3, 4]. Pancreatic cancer has a poor prognosis and extremely high mortality and morbidity rates, with a 5-year survival rate of less than 5% [5, 6].
Chemotherapy with gemcitabine is the treatment of choice for pancreatic cancer patients who were not eligible for surgery [7]. Gemcitabine inhibits pancreatic cancer cell proliferation by replacing cytidine during DNA replication and blocking the biosynthesis of deoxyribonucleotides [8]. However, the development of resistance to gemcitabine is not uncommon among pancreatic cancer patients undergoing treatment [9]. Drug resistance can be internal (innate resistance) or acquired (acquired resistance) after multiple treatment cycles [10]. Findings from large-scale technologies, including proteomics and next-generation RNA sequencing, suggest that numerous proteins mediate gemcitabine resistance [11]. For instance, aberrant expression of enhancer of zeste homolog 2 (EZH2) in pancreatic cancer cells has been linked to gemcitabine resistance, possibly due to the downregulation of the tumor suppressor p27Kip1 [12]. Additionally, silencing of the long noncoding RNA (lncRNA) PVT1 increased gemcitabine sensitivity in pancreatic cancer cells [13, 14]. Interestingly, PVT1 has been found to form a complex with EZH2, a key step in the development of gemcitabine resistance in pancreatic cancer [14].
We have previously shown that aberrant expression of histone acetyltransferase 1 (HAT1) enhanced PD-L1 expression and promoted pancreatic cancer cell proliferation by modulating the function of BRD4. Herein, we show that HAT1 knockdown in pancreatic cancer cells increases gemcitabine sensitivity and decreases PVT1/EZH2 complex levels, suggesting that HAT1 may represent a promising therapeutic target in pancreatic cancer.
Results
Aberrant HAT1 expression promotes gemcitabine resistance in pancreatic cancer cells
HAT1 is often upregulated in pancreatic cancer and promotes pancreatic cancer cell proliferation by regulating PD-L1 expression; however, the oncogenic role of HAT1 in pancreatic cancer remains poorly understood. Several studies had found that the expression of histone acetyltransferase (HAT) genes was related to drug resistance [15–17]. As is well known, pancreatic cancer was easily tolerated by chemotherapy, while upregulated HAT1 might led to the results. Thus, we explored the influence of abnormal HAT1 expression on the sensitivity of several commonly used drugs in pancreatic cancer cells, which showed the significantly reduced IC50 for gemcitabine when HAT1 was knocked down, while the sensitivity of other drugs was slightly reduced or unchanged (Fig. 1a). Furtherly, HAT1 silencing increased three pancreatic cancer cell lines sensitivity to gemcitabine; HAT1 overexpression had the opposite effect (Fig. 1b and Fig. S1a, b). The expression of HAT1 also was upregulated obviously in pancreatic cancer cells compared to the normal cells (Fig. S1c), which might be the potential cause of gemcitabine resistance. Additionally, MTS and colony formation assays revealed that HAT1-knockdown cells grew slower than control cells in the presence of gemcitabine (Fig. 1c, d and Fig. S1d, e). Moreover, HAT1 silencing in pancreatic cancer cells enhanced apoptosis in response to gemcitabine treatment (Fig. 1e, f and Fig. S1f). Consistently, HAT1 knockdown enhanced the tumor-suppressive effects of gemcitabine in tumor xenografts (Fig. 1g). Specifically, tumors with HAT1 knockdown exhibited the slowest tumor growth, the highest caspase-3 levels, and the lowest Ki67 levels in response to gemcitabine treatment (Figs. 1h–j).
Besides, we constructed the gemcitabine-resistant PANC-1. The cell morphology changed significantly and the sensitivity reduced by 7.79 times compared to ordinary PANC-1 (Fig. S1g and S1h). GR-PANC-1 was also used to carry out MTS, clone formation and caspase-3 activity detecting (Fig. S1i–k). The results showed that silencing HAT1 could recover the gemcitabine sensitivity. Moreover, the expression of HAT1 increased in GR-PANC-1, which further illustrated HAT1 promoted the gemcitabine resistance of pancreatic cancer cells (Fig. S1l). These findings suggest that aberrant HAT1 expression affects the response of pancreatic cancer cells to gemcitabine in vitro and in vivo.
HAT1 enhances PVT1 expression by facilitating BRD4 binding to PVT1 promoter to promote gemcitabine resistance
Despite evidence of the critical role of HAT1 in pancreatic cancer progression and gemcitabine resistance, the underlying mechanism remains elusive. RNA sequencing of HAT1 knockdown and control PANC-1 cells yielded 945 differentially expressed genes, including 490 upregulated and 455 downregulated genes (Fig. 2a and Fig. S2a). A significant portion of these genes was directly or indirectly related to cancer (Fig. S2b). Importantly, the lncRNA PVT1, a potential downstream target gene of HAT1, was downregulated upon HAT1 silencing, whereas HAT1-overexpressing cells exhibited elevated PVT1 levels (Fig. 2b and Fig. S2b, c). Furthermore, analyses using the GEPIA tool and ENCORI Pan-Cancer Analysis Platform indicated a positive correlation between HAT1 and PVT1 expression levels (Fig. 2c, d), suggesting that HAT1 regulates PVT1 expression in pancreatic cancer cells. A previous genome-wide screen identified PVT1 as a regulator of gemcitabine sensitivity in pancreatic cancer cells [13]. MTS assay confirmed that PVT1 was a drug-related resistant gene (Fig. S2d). To verify the relevance of PVT1 in HAT1-mediated gemcitabine resistance, we performed MTS assay and found that cells with HAT1 silencing and PVT1 overexpressing proliferated significantly faster than HAT1-knockdown cells (Fig. S2e). Thus, HAT1 promotes gemcitabine resistance by enhancing PVT1 expression.
Although our findings demonstrate that HAT1 promotes PVT1 transcription, the underlying molecular mechanism is poorly understood. HAT1 could catalyze H4 acetylation (Fig. S3a, b), which is essential for the binding of the transcription activator BRD4 to histone H4 [18]. Besides, we have previously shown that HAT1 promoted PD-L1 expression in pancreatic cancer cells in a BRD4-dependent manner. We analyzed available ChIP-seq data of BRD4 [19] and identified a BRD4-binding peak in the promoter of PVT1 (Fig. 2e). This result was confirmed in pancreatic cancer cells by ChIP-qPCR (Fig. 2f). Moreover, PVT1 expression levels were decreased or increased after BRD4 silencing or overexpression, respectively (Fig. 2g and Fig. S3c), suggesting that BRD4 may regulate the transcription of PVT1. Furthermore, analysis using GEPIA indicated a strong positive correlation between BRD4 and PVT1 levels in pancreatic cancer specimens (Fig. 2h). To assess the relevance of BRD4 in the HAT1-mediated regulation of PVT1 expression, we silenced BRD4 in combination with HAT1 knockdown or HAT1 overexpression. Interestingly, BRD4 silencing attenuated the ability of HAT1 to regulate PVT1 expression (Fig. 2i). Similarly, treatment with the BRD4 inhibitor JQ1 abrogated the ability of HAT1 silencing or overexpression to regulate PVT1 expression levels (Fig. 2j). The ability of BRD4 to bind to the PVT1 promoter was also significantly reduced upon JQ1 treatment, even in HAT1-overexpressing cells (Fig. 2k). Besides, the therapeutic effects of gemcitabine were significantly enhanced whether using JQ1 to inhibit BRD4 function or directly knocking down BRD4 (Fig. S3d, e), which further indicated that BRD4 could regulate the expression of PVT1. Collectively, these data suggest that the ability of HAT1 to induce PVT1 expression in pancreatic cancer cells requires BRD4 (Fig. 2l).
HAT1 stabilizes EZH2 to promote gemcitabine resistance by competing with UBR4 for binding to the N-terminal domain of EZH2
Several researches showed that EZH2 was a drug-related resistant gene [14, 20, 21], our research also confirmed EZH2 made pancreatic cancer cells become insensitive to gemcitabine (Fig. S4a, b). PVT1 had also been shown to bind EZH2 [22, 23], it was consistent in pancreatic cancer cells. PVT1 did not change the mRNA level of EZH2 (Fig. S4c), but could bind to EZH2 protein (Fig. S4d, e). Thus, we tried to detect the correlation between HAT1 and EZH2. First, the appropriate working concentration and duration of GSK126 (10 μM and 3 days) were screened in pancreatic cancer cells (Fig. S4f). We found that EHZ2 inhibition with GSK126 or silence suppressed HAT1-mediated gemcitabine resistance (Fig. 3a and Fig. S4g-i), suggesting that EZH2 is required for the ability of HAT1 to promote gemcitabine resistance. We also found that the protein but not the mRNA levels of EZH2 were decreased after HAT1 silencing in pancreatic cancer cells. Conversely, forced HAT1 expression increased the protein level of EZH2, although EZH2 mRNA levels remained unchanged (Fig. 3b, c and Fig. S5a, b). Tissue microarray of pancreatic cancer (n = 31) was used to conduct IHC analysis and ascertain the relationship between HAT1 and EZH2 in pancreatic cancer (Fig. S5c). The IHC score of HAT1 and EZH2 was calculated and summarized in a heatmap (Fig. 3d). We observed a positive correlation between the protein levels of HAT1 and EZH2 in pancreatic cancer tissues (Spearman correlation coefficient r = 0.5899, P = 0.0005; Fig. S5d).
Since HAT1 primarily regulated EZH2 expression at the post-transcriptional level, we hypothesized that HAT1 may regulate EZH2 protein stability. Although EZH2 protein levels were reduced after HAT1 silencing, treatment with the proteasome inhibitor MG132 restored EZH2 protein levels in HAT1-knockdown pancreatic cancer cells (Fig. 3e). Additionally, the half-life of EZH2 protein was significantly shorter in pancreatic cells with HAT1 knockdown than in control cells; HAT1 overexpression extended the half-life of EZH2 protein (Fig. 3f). Further, HAT1 silencing increased the polyubiquitination levels of EZH2, and HAT1 overexpression decreased EZH2 polyubiquitination (Fig. 3g). Co-immunoprecipitation assays revealed an interaction between HAT1 and EZH2 in pancreatic cancer cell lines, regardless of endogenous or exogenous expression (Fig. 3h and Fig. S5e). To identify the EZH2-binding domain of HAT1, we constructed two GST-EZH2 recombinant proteins: a whole-length GST-EZH2 and an N-terminus-lacking GST-EZH2 (GST-ΔN) (Fig. 3i). GST pull-down revealed that EZH2 lacking the N-terminal domain failed to interact with HAT1, indicating that the N-terminal domain of EZH2 is required for its binding to HAT1 (Fig. 3j). The N-terminal WD repeat domain of EZH2 is believed to be a ubiquitin ligase-binding motif [24, 25]; as an E3 ubiquitin ligase, UBR4 may bind to the N-terminus of EZH2 to promote EZH2 polyubiquitination [26]. Thus, we hypothesized that HAT1 binds to the N-terminal domain of EZH2, competing with UBR4 binding. Supporting this hypothesis, HAT1 silencing increased the ability of UBR4 to bind EZH2, whereas HAT1 overexpression had the opposite effect (Fig. 3k). Moreover, restoring HAT1 expression into HAT1-deficient cells led to the decreased interaction between EZH2 and UBR4 (Fig. S5f). These data suggest that HAT1 competes with UBR4 for binding to the N-terminal domain of EZH2, thereby stabilizing EZH2 (Fig. 3l).
HAT1 stabilizes EZH2 by competing with UBR4 for binding to EZH2
We also found that UBR4 silencing profoundly increased the protein levels of EZH2 (Fig. 4a, b), as well as extended its half-life (Fig. 4c) and decreased its polyubiquitination levels (Fig. 4d, e), regardless of HAT1 silencing or overexpression. These data further confirmed that HAT1 stabilizes EZH2 by interfering with the binding of UBR4 to the N-terminus of EZH2.
Preparation and characterization of chitosan (CS)-tripolyphosphate (TPP)-siHAT1
CS-TPP-siRNA nanoparticles were prepared using an ionic gelation method and through crosslinking the negatively charged phosphate groups of TPP with the positively charged amino groups of CS [27]. At a 5:1 ratio, CS-TPP formed small, positively charged nanoparticles [28]. Hence, we prepared CS-TPP-siRNA nanoparticles by adding 250 μg of siHAT1 to a solution containing 1 mg TPP. This mixture was added dropwise to a solution containing 5 mg CS, yielding CS-TPP-siHAT1 nanoparticles (Fig. 5a). Transmission electron microscopy indicated that CS-TPP-siHAT1 particles had a spherical structure (Fig. 5b). The cellular uptake of CS-TPP-siRNA was also investigated by laser scanning confocal microscopy; strong fluorescent signals were observed in the cytoplasm (Fig. 5c). To assess the ability of CS-TPP-siHAT1 to suppress HAT1 expression, we incubated pancreatic cancer cells with different concentrations of CS-TPP-siHAT1 and for different times. A high concentration of CS-TPP-siHAT1 and prolonged incubation provided superior HAT1 downregulation, which also had a significant inhibitory effect on EZH2 and PVT1 (Fig. 5d, e and Fig. S5g).
CS-TPP-siHAT1 augments the ability of gemcitabine to inhibit pancreatic cancer cell growth
Next, we assessed the ability of CS-TPP-siHAT1 to enhance the cytotoxic effects of gemcitabine and found that the combination of CS-TPP-siHAT1 with gemcitabine was more potent in inhibiting cell proliferation than CS-TPP-siHAT1 or gemcitabine alone (Fig. 6a, b and Fig. S6a, b). Additionally, Annexin-V/PI staining revealed that CS-TPP-siHAT1 augmented the proapoptotic effects of gemcitabine (Fig. 6c). In nude mice, CS-TPP-siHAT1 and gemcitabine were used to treat the nude, the detailed information was as follows (Fig. S6c). The combination of CS-TPP-siHAT1 with gemcitabine exhibited the most potent tumor-suppressive effects among all groups (Fig. 6d–f). The delaminated tumors were also extracted proteins to analyze the expression of HAT1 (Fig. S6d). Additionally, tumors from mice treated with CS-TPP-siHAT1 combined with gemcitabine showed the highest caspase-3 levels and lowest Ki67 levels (Fig. 6g). Moreover, GR-PANC-1 was also used to further attest the synergistic effect, which showed that gemcitabine suppressed the growth of GR-PANC-1 and promoted the apoptosis of GR-PANC-1 after inhibiting HAT1 with CS-TPP-siHAT1 (Fig. S6e-g). These data suggested CS-TPP-siHAT1 and gemcitabine have a synergistic antitumor effect in pancreatic cancer.
Discussion
Despite recent progress in cancer therapeutics, the prognosis of pancreatic cancer remains poor, primarily due to the development of gemcitabine resistance. The mechanisms underlying resistance to gemcitabine remain unclear and involve alterations in drug transporters, proteases, transcription factors, and drug metabolism enzymes [29, 30, 7]. These alterations can be internal to pancreatic cancer cells or induced by components of the tumor microenvironment [31].
HAT1 was first identified as a classical B type histone acetyltransferase mediating the acetylation of histone H4 N-terminus [32]. As an epigenetic modifier, acetyl moieties can be found on lysine residues of cellular proteins (e.g., histones, transcription factors, nuclear receptors, and enzymes). In addition to regulating gene expression, protein acetylation plays a critical role in replication-dependent chromatin assembly and DNA damage repair [33, 34]. HAT1 mutations are frequent in tumors, leading to abnormal gene expression and promoting resistance to chemotherapeutic agents. For example, HAT1 was found to promote liver cancer cell proliferation and induce cisplatin resistance [17]. In melanoma, HAT1 was shown to catalyze histone H4 acetylation, thereby driving resistance to BET inhibitors [18]. In addition to HAT1 mutations, HAT1 overexpression is also frequent in multiple cancer types, including colon cancer [35], esophageal cancer [36], and lymphoma [37], exacerbating tumor malignancy. Hence, HAT1-mediated resistance to chemotherapy is an internal characteristic of tumor cells. We have previously shown that HAT1 was overexpressed in pancreatic cancer and that HAT1 silencing reduced the expression of PD-L1 on the surface of pancreatic cancer cells in a BRD4-dependent manner, improve the therapeutic efficacy of immune checkpoint blockade [38]. These findings suggest that HAT1 may represent an important therapeutic target in pancreatic cancer.
In this study, we found that HAT1 overexpression in pancreatic cancer cells promoted gemcitabine resistance and that HAT1 silencing restored sensitivity to the antitumor effects of gemcitabine. To acquire further insight into the molecular mechanism underlying HAT1-mediated gemcitabine resistance, we knocked silenced HAT1 expression in PANC-1 cells and performed RNA sequencing, which indicated PVT1 as a potential HAT1 target gene. PVT1 is a lncRNA located on the human chromosome 8q24 [39, 40] near the oncogene MYC gene, the expression of which is enhanced by PVT1 [14, 40]. Mounting evidence suggests that PVT1 has oncogenic functions in various tumors. Notably, PVT1 enhanced Bcl2 expression in gastric cancer cells, thereby inhibiting apoptosis and promoting resistance to 5-fluorouracil [41]. Additionally, PVT1 was found to upregulate the expression of numerous drug resistance-related molecules (e.g., MDR1 and MRP1) and inhibit apoptosis signaling, promoting cisplatin resistance in colorectal cancer. Notably, a previous genome-wide screening identified PVT1 as a critical regulator of gemcitabine sensitivity in pancreatic cancer [13]. Here, we confirmed the role of HAT1 in regulating PVT1 expression and identified BRD4 as a key player of the HAT1-mediated regulation of PVT1 expression.
Previous studies have shown that by forming a complex with EZH2, PVT1 promoted cell proliferation and inhibited apoptosis in liver cancer and thyroid cancer cells [23, 42]. The histone methyltransferase EZH2 suppresses gene expression by catalyzing the trimethylation of histone H3 lysine 27 (H3K27me3) [43, 44]. EZH2 has also been implicated in multidrug resistance in gastric cancer and ovarian cancer [45, 46]. Importantly, EZH2 has been shown to promote drug resistance by suppressing p27Kip1 expression in pancreatic cancer cells [12]. Our study was consistent with previous research results, which showed EZH2 regulated the gemcitabine sensitivity and PVT1 could bind to EZH2. More importantly, we found that HAT1 enhanced the expression of EZH2 in pancreatic cancer cells in this study. We also found that HAT1 regulated EZH2 expression at the post-transcriptional rather than transcriptional level. Moreover, we found that HAT1 interacted with EZH2, increasing the stability of the latter. Jalan-Sakrikar N et al. found that the E3 ubiquitin ligase UBR4 could bind to the N-terminus of EZH2, promoting EZH2 ubiquitination and subsequent degradation [26]. Consistent with these results, we found that HAT1 could bind to the N-terminus of EZH2, interfering with the ability of UBR4 to interact with EZH2 (Fig. 3l).
This study suggests that HAT1 regulates the sensitivity of pancreatic cancer to gemcitabine by regulating PVT1/EZH2 complex, highlighting the importance of HAT1 in the development of gemcitabine resistance in pancreatic cancer. Although we provide strong evidence that HAT1 inhibition may suppress tumor growth, reverse drug resistance, and improve the prognosis of pancreatic cancer, there are currently no HAT1 small molecule inhibitors. High-throughput screening approaches have led to the identification of potential drug candidates; however, most of these compounds exhibited moderate efficacy and specificity [47]. Therefore, future studies are urgently needed to develop specific and potent HAT1 inhibitors. Nanoparticles carrying siRNA have emerged as promising alternatives of small molecule inhibitors [48–50]. Here, we used a CS-TPP carrier to deliver siHAT1 and suppress HAT1 expression in pancreatic cancer cells. CS-TPP-siHAT1 nanoparticles have proved effective in inhibiting HAT1 expression and augmenting the antitumor effects of gemcitabine in pancreatic cancer. The effectiveness and safety of CS-TPP-siHAT1 nanoparticles required further investigation in a clinical setting.
Conclusions
Our data strongly support that HAT1 upregulates PVT1 and promotes gemcitabine resistance in pancreatic cancer by enhancing BRD4 binding to the PVT1 promoter. We also show that HAT1 prevents EZH2 degradation by preventing UBR4 binding to the N-terminal domain of EZH2. Our findings suggest that HAT1-induced gemcitabine resistance in pancreatic cancer may be mediated by the PVT1/EZH2 complex. Finally, we show that CS-PTT-siHAT1 nanoparticles suppress HAT1 expression and augment the antitumor effects of gemcitabine in pancreatic cancer cells. Collectively, the findings presented here suggest that HAT1 may be a valuable therapeutic target in pancreatic cancer.
Materials and methods
Cell lines and cell culture
Pancreatic cancer cell lines (PANC-1, BxPC-3, and MIA-PaCa-2) were purchased from the Chinese Academy of Science Cell Bank. Cell lines were cultured in RPMI 1640 medium (Gibco, USA) containing 10% fetal bovine serum (FBS; Gibco, USA), 100 IU/mL penicillin, and 100 μg/mL streptomycin (Gibco, USA). Plasmocin (InvivoGen) was routinely added to the medium to eliminate mycoplasma. All cell lines were maintained at 37 °C in a 5% CO2 incubator.
Cell transfection
Cells were transfected with different plasmids using Lipofectamine 2000 Reagent (Thermo Fisher Scientific). Small hairpin RNAs (shRNAs) targeting HAT1 (shHAT1, shBRD4, shUBR4, shPVT1, and shEZH2) and overexpression plasmid (pcDNA3.1 backbone vector, HAT1, BRD4, and PVT1) were obtained from Shanghai GeneChem Co., Ltd. Opti-MEM medium (Gibco, USA) was used to prepare the transfection mixtures. Six hours after transfection, the Opti-MEM medium was replaced with 10% FBS-containing RPMI 1640 medium. The sequences of shHAT1 and shBRD4 are provided in Table 1.
Table 1.
shHAT1#1 | 5′- CCGGGCTACATGACAGTCTATAATTCTCGAGAATTATAGACTGTCATGTAGCTTTTTG-3′ |
shHAT1#2 | 5′- CCGGCCGTGTTGAATATGCATCTAACTCGAGTTAGATGCATATTCAACACGGTTTTTG-3′ |
shHAT1#3 | 5′-CCGGGCAAGGATTCAATGAAGATATCTCGAGATATCTTCATTGAATCCTTGCTTTTTG-3′ |
shBRD4#1 | 5′-CCGGCCTGGAGATGACATAGTCTTACTCGAGTAAGACTATGTCATCTCCAGGTTTTTG-3′ |
shBRD4#2 | 5′-CCGGCAGTGACAGTTCGACTGATGACTCGAGTCATCAGTCGAACTGTCACTGTTTTTG-3′ |
shUBR4#1 | 5′-CCGGGCCGCTGATGAGGGATATAAACTCGAGTTTATATCCCTCATCAGCGGCTTTTTTG-3′ |
shUBR4#2 | 5′-CCGGCCACCATCAAAGACTTACATTCTCGAGAATGTAAGTCTTTGATGGTGGTTTTTTG-3′ |
shPVT1#1 | 5′-ACCGGACTTGAGAACTGTCCTTACCGAAGTAAGGACAGTTCTCAAGTCC-3′ |
shPVT1#2 | 5′-CACCGCTTCTCCTGTTGCTGCTAGTCGAAACTAGCAGCAACAGGAGAAGC-3′ |
shEZH2#1 | 5′-CCGGCCCAACATAGATGGACCAAATCTCGAGATTTGGTCCATCTATGTTGGGTTTTTG-3′ |
shEZH2#2 | 5′-CCGGTATGATGGTTAACGGTGATCACTCGAGTGATCACCGTTAACCATCATATTTTTG-3′ |
Lentiviral and the construction of stable cell lines
Lentiviral particles carrying gene-specific shRNAs and negative control shRNA (hU6-MCS-CBh-gcGFP-IRES-puromycin) were used to infect pancreatic cancer cells. Briefly, pancreatic cancer cells were seeded in six-well plates (2 × 105 cells per well). The day after, 1 mL of DMEM medium containing the viral particles and 40 μL of Hitrans G reagent was added to each well. After 16 h, the viral solution was replaced with complete growth medium. Puromycin was used to select infected cells.
Antibodies and chemicals
In this study, the following antibodies were used: anti-HAT1 (11432-1-AP, Proteintech; 1:1000 dilution), anti-EZH2 (21800-1-AP, Proteitech; 1:1000 dilution), anti-UBR4 (ab86738, Abcam; 1:2000 dilution), anti-caspase-3 (19677-1-AP, Proteintech; 1:2000 dilution), anti-GAPDH (10494-1-AP, Proteintech; 1:2000 dilution), anti-HA (51064-2-AP, Proteintech; 1:1000 dilution), anti-Flag (20543-1-AP, Proteintech; 1:1000 dilution), anti-H4 (16047-1-AP, Proteintech; 1:1000 dilution), anti-H4ac (AB_2687872, 1:1000 dilution). The following chemicals were used: gemcitabine (T0251, Topscience; 50 nM in vitro and 10 mg/kg in vivo), JQ1 (Cat. No. S7110, Selleck; working concentration 10 μM), MG132 (HY-13259, MedChemExpress; working concentration 10 μM), and GSK126 (HY-13470, MedChemExpress; working concentration 10 μM).
Immunohistochemistry (IHC)
Pancreatic cancer tissue microarrays (HPan-Ade060CD-01) were purchased from Shanghai Outdo Biotech Co., Ltd and obtained the ethical committee approval. Tissues were stained with anti-HAT1 (1:2000 dilution) and anti-EZH2 (1:1000 dilution). The IHC score was determined independently by two experienced pathologists blinded to the study groups. The staining intensity was scored as follows: 1, weak staining at ×100 magnification and little or no staining at ×40 magnification; 2, moderate staining at ×40 magnification; 3, strong staining at ×40 magnification.
Cell proliferation and colony formation assay
The MTS (3-(4,5-dimethylthiazol-2-yl)-5-(3-carboxymethoxyphenyl)-2-(4-sulfophenyl)-2H-tetrazolium) reagent (ab197010, Abcam, USA) was used to assess cell proliferation in vitro. Cells were seeded in 96-well plates (2000 cells in 100 μl DMEM per well) and cultured for 3 days. Subsequently, 20 μl MTS reagent was added to each well, and cells were incubated for 4 h in the dark. Optical absorbance at 490 nm was measured on a microplate reader after adding 200 μl DMSO.
Cells were seeded in six-well plates (500 cells/well) for colony formation assays. The cell growth medium was replaced every 3 days. After 2 weeks, cells were fixed with 4% paraformaldehyde (30 min) and stained with crystal violet (20 min).
The preparation of gemcitabine-resistant PANC-1
Gemcitabine was dissolved in dimethyl sulfoxide (DMSO) at a concentration of 1 mM. Then, gemcitabine solution was diluted to a working concentration of 50 nM with RPMI 1640 medium containing 10% FBS. The pancreatic cancer cell line PANC-1 was cultured with the above configured medium for 2 weeks in 5% CO2 at 37 °C. Then the cells were cultured for another 2 weeks without gemcitabine. The above process was repeated three times. The selected cells could resist gemcitabine and the cells were named GR-PANC-1.
Western blotting
Cells were lysed by sonication in RIPA lysis buffer (P0013B, Beyotime) containing 1% protease inhibitor. The cell lysate was centrifuged at 12,000 rpm and 4 °C, and the supernatant was collected and boiled for 10 min at 95 °C. The protein concentration was measured using Lowry method with protein concentration determination kit (Solarbio, PC0030). Subsequently, proteins were resolved by SDS-PAGE and transferred onto PVDF membranes (Pierce Biotechnology, USA). Membranes were blocked with 5% skim milk for 1 h at room temperature and incubated with primary antibodies overnight at 4 °C. The next day, the membranes were washed three times and incubated with the respective secondary antibody for 1 h at room temperature. Signal was developed using ECL chemiluminescence reagent and X-ray films.
Quantitative real-time PCR (qRT-PCR)
Total RNA was extracted using TRIzol reagent (15596026, Invitrogen, USA). PrimeScript™ RT kit (Takara, Japan) was used to synthesize cDNA, which was subsequently amplified using TB Green™ Fast qPCR Mix (Takara, Japan). Relative gene expression was calculated using the 2-ΔCq method after normalizing to GAPDH levels. The sequences of the qRT-PCR primers are shown in Table 2.
Table 2.
Gene | Forward primer (5′-3′) | Reverse primer (5′-3′) |
---|---|---|
HAT1 | GGATGGAGCTACGCTCTTTG | GGATGGATCTTCCGCTGTAA |
PVT1 | ATAGATCCTGCCCTGTTTGC | CATTTCCTGCTGCCGTTTTC |
EZH2 | CCCTGACCTCTGTCTTACTTGTGGA | ACGTCAGATGGTGCCAGCAATA |
BRD4 | ACCTCCAACCCTAACAAGCC | TTTCCATAGTGTCTTGAGCACC |
GAPDH | ACCCACTCCTCCACCTTTGAC | TGTTGCTGTAGCCAAATTCGTT |
Co-immunoprecipitation (Co-IP) and chromatin immunoprecipitation (ChIP)
Cells were lysed in western/IP lysis buffer for 30 min at 4 °C, and the cell lysate was centrifuged for 10 min at 12,000 rpm and 4 °C. The supernatant was incubated with protein A/G agarose beads (Thermo Fisher Scientific, USA) overnight at 4 °C with gentle agitation. The protein A/G agarose beads were collected and washed seven times with western/IP lysis buffer. Subsequently, proteins were resolved by SDS-PAGE.
According to the manufacturer’s protocols, chromatin Immunoprecipitation (ChIP) assay was carried out through utilizing the Chromatin Extraction Kit (Abcam, ab117152, USA) and ChIP Kit Magnetic-One Step (Abcam, ab156907, USA) [38, 51]. BRD4 antibody (Cell Signaling Technology, 13440, working concentration 1:50) was used to perform ChIP assay for precipitating the promoter of PVT1. The precipitated DNA fragments were further amplified via quantitative real-time PCR with a PCR kit (Takara Bio Inc., Japan) based on the manufacturer’s instructions [38, 52]. The sequences of the primers used for ChIP-qPCR are provided in Table 3.
Table 3.
ChIP target | Gene | Forward primer (5′-3′) | Reverse primer (5′-3′) |
---|---|---|---|
BRD4 | PVT1 | AGGGATGCGCTGTGAGTAGT | TTCTGACTGCAGAGGGGTCT |
RNA immunoprecipitation (RIP) assay
According to the manufacturer’s protocols, RNA immunoprecipitation (RIP) assay was performed through using Magna RIP RNA-Binding Protein Immunoprecipitation Kit (Millipore, MA, USA). The supernatant of cell lysate was extracted and then mixed up with treated beads to incubate for 6 h. Then the RIP wash buffer was used to wash the beads for seven times. At last, qRT-PCR analysis was conducted to analyze the purified RNA.
RNA pull-down assay
mMESSAGE mMACHINE T7 Kit (Ambion, USA) and RNeasy Mini Kit (Qiagen, Valencia, CA) were used to transcribe PVT1 and the antisense RNA in vitro, and Pierce RNA 3′ End Desthiobiotinylation Kit (Thermo Scientific, USA) was utilized to conduct biotin labeling. One milligram total protein extracts were added to 50 pmol of biotin-labeled PVT1 for incubating 1 h, then mixed up with 60 µL of Streptavidin Beads (Invitrogen) for another 1 h. Finally, Western blotting analysis was used to detect the proteins.
Flow cytometry
Annexin-V-FITC/PI kit (AntGene, China) was used to assess apoptosis. Cells treated with different agents were harvested and washed with phosphate buffer saline (PBS). Cells were incubated with annexin-V-FITC and PI according to the manufacturer’s instructions. Flow cytometry was performed on BD FACSCelesta (BD Biosciences, USA), and the data were analyzed using FlowJo
Confocal imaging
Pancreatic cancer cells were seeded into slide chambers, and after overnight incubation, cells were incubated with chitosan (CS)-tripolyphosphate (TPP)-siHAT1 (10 μg/mL) for 4 h. Cells were washed with PBS, fixed in 4% paraformaldehyde, and permeabilized with 0.2% Triton X-100 for 5 min. Subsequently, cells were treated with 100 nM FITC-phalloidin for 1 h at 37 °C and in the dark. Cell nuclei were counterstained with Hoechst 33342 for 5 min. Stained cells were observed under a laser confocal microscope.
Subcutaneous xenotransplantation tumor model
Nude mice (18–20 g, 5 weeks old, male) were purchased from Vitalriver (Beijing, China) and maintained under specific pathogen-free (SPF) conditions. Mice were randomly divided into groups (five mice per group) and subcutaneously injected with 3 × 106 PANC-1 cells. The volume was measured every 3 days (volume = (L × W2)/2). The treatment protocols with drugs were as follows: When the tumors reached to 50 mm3, experimental groups were injected intraperitoneally gemcitabine (10 mg/kg) or CS-TPP-siHAT1 (50 μM) with every 3 days, control groups were injected intraperitoneally equal DMSO or CS-TPP. After 30 days, mice were sacrificed, and tumors were excised and weighed. All animal experimental procedures were approved by the Ethics Committee of Tongji Medical College, Huazhong University of Science and Technology.
Glutathione S-transferase (GST) pull-down assay
GST fusion proteins were immobilized on glutathione-sepharose beads (GE Healthcare Life Sciences), and the beads were incubated with cell lysis buffer (20 mmol/L Tris-HCl [pH 7.5], 150 mmol/L NaCl, 0.1% Nonidet P40, 1 mmol/L dithiothreitol [DTT], 10% glycerol, 1 mmol/L EDTA, 2.5 mmol/L MgCl2, and 1 μg/mL leupeptin) for 4 h. After incubation and washing, the beads were resuspended in protein loading buffer and subjected to SDS-PAGE.
Statistical analysis
All experiments were replicated for three times. All data were analyzed using two-tailed with GraphPad Prism 7.0. Student’s t-test, one-way analysis of variance (ANOVA), and two-way ANOVA was used to evaluate statistical significance (similar variance). P values <0.05 were considered statistically significant. All values were expressed as means ± SD.
Supplementary information
Author contributions
XJ and HW conceived and designed this project, and reviewed and wrote the final manuscript; YS, JS, and DR designed and conducted all experiments, analyzed the data; YZ generated the immune-histochemistry data and labelled the image.
Funding information
This work was supported by grants from the National Natural Science Foundation of China (Grant No. 82073321 (XJ)) and Science Foundation of Ministry of Education of China (Grant No. 2172019kfyRCPY069 (XJ)).
Data availability
All data generated or analyzed during this study are included in this published article and its supplementary information files.
Competing interests
The authors declare no competing interests.
Ethics approval and consent to participate
All animal experimental procedures were approved by the Ethics Committee of Tongji Medical College, Huazhong University of Science and Technology. This study did not involve human participants, human data, or human tissue.
Footnotes
Edited by Professor Anastasis Stephanou
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
These authors contributed equally: Yan Sun, Dianyun Ren.
Contributor Information
Jian Shen, Email: 1024263571@qq.com.
Heshui Wu, Email: heshuiwu@hust.edu.cn.
Xin Jin, Email: jinxinxy2@csu.edu.cn.
Supplementary information
The online version contains supplementary material available at 10.1038/s41419-021-04118-4.
References
- 1.Kong B, Michalski CW, Erkan M, Friess H, Kleeff J. From tissue turnover to the cell of origin for pancreatic cancer. Nat Rev Gastroenterol Hepatol. 2011;8:467–72. doi: 10.1038/nrgastro.2011.114. [DOI] [PubMed] [Google Scholar]
- 2.Stanger BZ, Dor Y. Dissecting the cellular origins of pancreatic cancer. Cell Cycle. 2006;5:43–46. doi: 10.4161/cc.5.1.2291. [DOI] [PubMed] [Google Scholar]
- 3.Tascilar M, Skinner HG, Rosty C, Sohn T, Wilentz RE, Offerhaus GJ, et al. The SMAD4 protein and prognosis of pancreatic ductal adenocarcinoma. Clin Cancer Res. 2001;7:4115–21. [PubMed] [Google Scholar]
- 4.Yeo CJ, Cameron JL. Prognostic factors in ductal pancreatic cancer. Langenbeck’s Arch Surg. 1998;383:129–33. doi: 10.1007/s004230050104. [DOI] [PubMed] [Google Scholar]
- 5.Ferlay J, Soerjomataram I, Dikshit R, Eser S, Mathers C, Rebelo M, et al. Cancer incidence and mortality worldwide: sources, methods and major patterns in GLOBOCAN 2012. Int J Cancer. 2015;136:E359–E386. doi: 10.1002/ijc.29210. [DOI] [PubMed] [Google Scholar]
- 6.Hidalgo M, Cascinu S, Kleeff J, Labianca R, Löhr JM, Neoptolemos J, et al. Addressing the challenges of pancreatic cancer: future directions for improving outcomes. Pancreatology. 2015;15:8–18. doi: 10.1016/j.pan.2014.10.001. [DOI] [PubMed] [Google Scholar]
- 7.Binenbaum Y, Na’ara S, Gil Z. Gemcitabine resistance in pancreatic ductal adenocarcinoma. Drug Resist Updat. 2015;23:55–68. doi: 10.1016/j.drup.2015.10.002. [DOI] [PubMed] [Google Scholar]
- 8.Minami K, Shinsato Y, Yamamoto M, Takahashi H, Zhang S, Nishizawa Y, et al. Ribonucleotide reductase is an effective target to overcome gemcitabine resistance in gemcitabine-resistant pancreatic cancer cells with dual resistant factors. J Pharmacol Sci. 2015;127:319–25. doi: 10.1016/j.jphs.2015.01.006. [DOI] [PubMed] [Google Scholar]
- 9.Kim MP, Gallick GE. Gemcitabine resistance in pancreatic cancer: picking the key players. Clin Cancer Res. 2008;14:1284–5. doi: 10.1158/1078-0432.CCR-07-2247. [DOI] [PubMed] [Google Scholar]
- 10.de Sousa Cavalcante L, Monteiro G. Gemcitabine: metabolism and molecular mechanisms of action, sensitivity and chemoresistance in pancreatic cancer. Eur J Pharmacol. 2014;741:8–16. doi: 10.1016/j.ejphar.2014.07.041. [DOI] [PubMed] [Google Scholar]
- 11.Zhang Y-J, Wen C-L, Qin Y-X, Tang X-M, Shi M-M, Shen B-Y, et al. Establishment of a human primary pancreatic cancer mouse model to examine and investigate gemcitabine resistance. Oncol Rep. 2017;38:3335–46.. doi: 10.3892/or.2017.6026. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Ougolkov AV, Bilim VN, Billadeau DD. Regulation of pancreatic tumor cell proliferation and chemoresistance by the histone methyltransferase enhancer of zeste homologue 2. Clin Cancer Res. 2008;14:6790–6. doi: 10.1158/1078-0432.CCR-08-1013. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.You L, Chang D, Du H-Z, Zhao Y-P. Genome-wide screen identifies PVT1 as a regulator of Gemcitabine sensitivity in human pancreatic cancer cells. Biochem Biophys Res Commun. 2011;407:1–6. doi: 10.1016/j.bbrc.2011.02.027. [DOI] [PubMed] [Google Scholar]
- 14.Yoshida K, Toden S, Ravindranathan P, Han H, Goel A. Curcumin sensitizes pancreatic cancer cells to gemcitabine by attenuating PRC2 subunit EZH2, and the lncRNA PVT1 expression. Carcinogenesis. 2017;38:1036–46. doi: 10.1093/carcin/bgx065. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Miyamoto N, Izumi H, Noguchi T, Nakajima Y, Ohmiya Y, Shiota M, et al. Tip60 is regulated by circadian transcription factor clock and is involved in cisplatin resistance. J Biol Chem. 2008;283:18218–26. doi: 10.1074/jbc.M802332200. [DOI] [PubMed] [Google Scholar]
- 16.Bugide S, Parajuli KR, Chava S, Pattanayak R, Manna DLD, Shrestha D, et al. Loss of HAT1 expression confers BRAFV600E inhibitor resistance to melanoma cells by activating MAPK signaling via IGF1R. Oncogenesis. 2020;9:44. doi: 10.1038/s41389-020-0228-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Jin X, Tian S, Li P. Histone acetyltransferase 1 promotes cell proliferation and induces cisplatin resistance in hepatocellular carcinoma. Oncol Res. 2017;25:939–46. doi: 10.3727/096504016X14809827856524. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Mustafi S, Camarena V, Volmar C-H, Huff TC, Sant DW, Brothers SP, et al. Vitamin C sensitizes melanoma to BET inhibitors. Cancer Res. 2018;78:572–83. doi: 10.1158/0008-5472.CAN-17-2040. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Zhang P, Wang D, Zhao Y, Ren S, Gao K, Ye Z, et al. Intrinsic BET inhibitor resistance in SPOP-mutated prostate cancer is mediated by BET protein stabilization and AKT-mTORC1 activation. Nat Med. 2017;23:1055–62. doi: 10.1038/nm.4379. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Zhou L, Mudianto T, Ma X, Riley R, Uppaluri R. Targeting EZH2 enhances antigen presentation, antitumor immunity, and circumvents anti-PD-1 resistance in head and neck cancer. Clin Cancer Res. 2020;26:290–300. doi: 10.1158/1078-0432.CCR-19-1351. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Adelaiye-Ogala R, Budka J, Damayanti NP, Arrington J, Ferris M, Hsu CC, et al. EZH2 modifies sunitinib resistance in renal cell carcinoma by kinome reprogramming. Cancer Res. 2017;77:6651–66. doi: 10.1158/0008-5472.CAN-17-0899. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Xu Y, Lian Y, Zhang Y, Huang S, Zuo Q, Yang N, et al. The long non-coding RNA PVT1 represses ANGPTL4 transcription through binding with EZH2 in trophoblast cell. J Cell Mol Med. 2018;22:1272–82. doi: 10.1111/jcmm.13405. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Guo J, Hao C, Wang C, Li L. Long noncoding RNA PVT1 modulates hepatocellular carcinoma cell proliferation and apoptosis by recruiting EZH2. Cancer Cell Int. 2018;18:98. doi: 10.1186/s12935-018-0582-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Han Z, Xing X, Hu M, Zhang Y, Liu P, Chai J. Structural basis of EZH2 recognition by EED. Structure. 2007;15:1306–15. doi: 10.1016/j.str.2007.08.007. [DOI] [PubMed] [Google Scholar]
- 25.Jin X, Yang C, Fan P, Xiao J, Zhang W, Zhan S, et al. CDK5/FBW7-dependent ubiquitination and degradation of EZH2 inhibits pancreatic cancer cell migration and invasion. J Biol Chem. 2017;292:6269–80. doi: 10.1074/jbc.M116.764407. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Jalan-Sakrikar N, De Assuncao TM, Shi G, Aseem SO, Chi C, Shah VH, et al. Proteasomal degradation of enhancer of zeste homologue 2 in cholangiocytes promotes biliary fibrosis. Hepatology. 2019;70:1674–89. doi: 10.1002/hep.30706. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Katas H, Alpar HO. Development and characterisation of chitosan nanoparticles for siRNA delivery. J Control Release. 2006;115:216–25. doi: 10.1016/j.jconrel.2006.07.021. [DOI] [PubMed] [Google Scholar]
- 28.Dhandapani RK, Gurusamy D, Howell JL, Palli SR. Development of CS-TPP-dsRNA nanoparticles to enhance RNAi efficiency in the yellow fever mosquito, Aedes aegypti. Sci Rep. 2019;9:8775. doi: 10.1038/s41598-019-45019-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Zeng S, Pöttler M, Lan B, Grützmann R, Pilarsky C, Yang H. Chemoresistance in pancreatic cancer. Int J Mol Sci. 2019;20:4504. doi: 10.3390/ijms20184504. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Shukla SK, Purohit V, Mehla K, Gunda V, Chaika NV, Vernucci E, et al. MUC1 and HIF-1alpha signaling crosstalk induces anabolic glucose metabolism to impart gemcitabine resistance to pancreatic cancer. Cancer Cell. 2017;32:71–87. doi: 10.1016/j.ccell.2017.06.004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Bergman AM, Pinedo HM, Peters GJ. Determinants of resistance to 2’,2’-difluorodeoxycytidine (gemcitabine) Drug Resist Updat. 2002;5:19–33. doi: 10.1016/S1368-7646(02)00002-X. [DOI] [PubMed] [Google Scholar]
- 32.Yang X, Li L, Liang J, Shi L, Yang J, Yi X, et al. Histone acetyltransferase 1 promotes homologous recombination in DNA repair by facilitating histone turnover. J Biol Chem. 2013;288:18271–82. doi: 10.1074/jbc.M113.473199. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Audia JE, Campbell RM. Histone modifications and cancer. Cold Spring Harb Perspect Biol. 2016;8:a019521. doi: 10.1101/cshperspect.a019521. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Sadler AJ, Suliman BA, Yu L, Yuan X, Wang D, Irving AT, et al. The acetyltransferase HAT1 moderates the NF-κB response by regulating the transcription factor PLZF. Nat Commun. 2015;6:6795. doi: 10.1038/ncomms7795. [DOI] [PubMed] [Google Scholar]
- 35.Seiden-Long IM, Brown KR, Shih W, Wigle DA, Radulovich N, Jurisica I, et al. Transcriptional targets of hepatocyte growth factor signaling and Ki-ras oncogene activation in colorectal cancer. Oncogene. 2006;25:91–102. doi: 10.1038/sj.onc.1209005. [DOI] [PubMed] [Google Scholar]
- 36.Xue L, Hou J, Wang Q, Yao L, Xu S, Ge D. RNAi screening identifies HAT1 as a potential drug target in esophageal squamous cell carcinoma. Int J Clin Exp Pathol. 2014;7:3898–907. [PMC free article] [PubMed] [Google Scholar]
- 37.Min SK, Koh YH, Park Y, Kim HJ, Seo J, Park H-R, et al. Expression of HAT1 and HDAC1, 2, 3 in diffuse large B-cell lymphomas, peripheral T-cell lymphomas, and NK/T-cell lymphomas. Korean J Pathol. 2012;46:142–50. doi: 10.4132/KoreanJPathol.2012.46.2.142. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Fan P, Zhao J, Meng Z, Wu H, Wang B, Wu H, et al. Overexpressed histone acetyltransferase 1 regulates cancer immunity by increasing programmed death-ligand 1 expression in pancreatic cancer. J Exp Clin Cancer Res. 2019;38:47. doi: 10.1186/s13046-019-1044-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Graham M, Adams JM. Chromosome 8 breakpoint far 3’ of the c-myc oncogene in a Burkitt’s lymphoma 2;8 variant translocation is equivalent to the murine pvt-1 locus. EMBO J. 1986;5:2845–51. doi: 10.1002/j.1460-2075.1986.tb04578.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Shtivelman E, Henglein B, Groitl P, Lipp M, Bishop JM. Identification of a human transcription unit affected by the variant chromosomal translocations 2;8 and 8;22 of Burkitt lymphoma. Proc Natl Acad Sci USA. 1989;86:3257–60. doi: 10.1073/pnas.86.9.3257. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Du P, Hu CE, Qin Y, Zhao J, Patel R, Fu Y, et al. LncRNA PVT1 mediates antiapoptosis and 5-fluorouracil resistance via increasing Bcl2 expression in gastric cancer. J Oncol. 2019;2019:9325407. doi: 10.1155/2019/9325407. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Zhou Q, Chen J, Feng J, Wang J. Long noncoding RNA PVT1 modulates thyroid cancer cell proliferation by recruiting EZH2 and regulating thyroid-stimulating hormone receptor (TSHR) Tumour Biol. 2016;37:3105–13. doi: 10.1007/s13277-015-4149-9. [DOI] [PubMed] [Google Scholar]
- 43.Cao R, Wang L, Wang H, Xia L, Erdjument-Bromage H, Tempst P, et al. Role of histone H3 lysine 27 methylation in Polycomb-group silencing. Science. 2002;298:1039–43. doi: 10.1126/science.1076997. [DOI] [PubMed] [Google Scholar]
- 44.Cao R, Zhang Y. The functions of E(Z)/EZH2-mediated methylation of lysine 27 in histone H3. Curr Opin Genet Dev. 2004;14:155–64. doi: 10.1016/j.gde.2004.02.001. [DOI] [PubMed] [Google Scholar]
- 45.Wang C, Li X, Zhang J, Ge Z, Chen H, Hu J. EZH2 contributes to 5-FU resistance in gastric cancer by epigenetically suppressing FBXO32 expression. Onco Targets Ther. 2018;11:7853–64. doi: 10.2147/OTT.S180131. [DOI] [PMC free article] [PubMed] [Google Scholar] [Retracted]
- 46.Abbosh PH, Montgomery JS, Starkey JA, Novotny M, Zuhowski EG, Egorin MJ, et al. Dominant-negative histone H3 lysine 27 mutant derepresses silenced tumor suppressor genes and reverses the drug-resistant phenotype in cancer cells. Cancer Res. 2006;66:5582–91. doi: 10.1158/0008-5472.CAN-05-3575. [DOI] [PubMed] [Google Scholar]
- 47.Marmorstein R, Zhou M-M. Writers and readers of histone acetylation: structure, mechanism, and inhibition. Cold Spring Harb Perspect Biol. 2014;6:a018762. doi: 10.1101/cshperspect.a018762. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Sun Q, Wang X, Cui C, Li J, Wang Y. Doxorubicin and anti-VEGF siRNA co-delivery via nano-graphene oxide for enhanced cancer therapy in vitro and in vivo. Int J Nanomed. 2018;13:3713–28. doi: 10.2147/IJN.S162939. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Zhu X, Xu Y, Solis LM, Tao W, Wang L, Behrens C, et al. Long-circulating siRNA nanoparticles for validating Prohibitin1-targeted non-small cell lung cancer treatment. Proc Natl Acad Sci USA. 2015;112:7779–84. doi: 10.1073/pnas.1505629112. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Duo Y, Yang M, Du Z, Feng C, Xing C, Wu Y, et al. CX-5461-loaded nucleolus-targeting nanoplatform for cancer therapy through induction of pro-death autophagy. Acta Biomater. 2018;79:317–30. doi: 10.1016/j.actbio.2018.08.035. [DOI] [PubMed] [Google Scholar]
- 51.Fan P, Wang B, Meng Z, Zhao J, Jin X. PES1 is transcriptionally regulated by BRD4 and promotes cell proliferation and glycolysis in hepatocellular carcinoma. Int J Biochem cell Biol. 2018;104:1–8. doi: 10.1016/j.biocel.2018.08.014. [DOI] [PubMed] [Google Scholar]
- 52.Jin X, Yan Y, Wang D, Ding D, Ma T, Ye Z, et al. DUB3 promotes BET inhibitor resistance and cancer progression by deubiquitinating BRD4. Mol Cell. 2018;71:592–605.e594. doi: 10.1016/j.molcel.2018.06.036. [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
All data generated or analyzed during this study are included in this published article and its supplementary information files.